Dataset subset
2026 validation contexts A, B and C
Source-defined subset: 2026 validation contexts A, B and C. Exact membership and scoring coverage remain as reported in the cited artifact.
Evaluation results
Release 2026-09-19-eb6149e5d766 · 1048 evaluations · 1048 metric rows. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| chvipdata: candidate_227 [submission ADMLpXLTErmYrhWqeLtm] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: chvipdata: candidate_227 [submission ADMLpXLTErmYrhWqeLtm]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.07492789454809885 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[453].score_avg; submission ADMLpXLTErmYrhWqeLtm Source checking is not independent reproduction. |
| Apex Cytosquad: S-v3-arch1 [submission zsSLc5u7L9erVqQ6aNUk] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Apex Cytosquad: S-v3-arch1 [submission zsSLc5u7L9erVqQ6aNUk]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.0009367014124875571 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[617].score_avg; submission zsSLc5u7L9erVqQ6aNUk Source checking is not independent reproduction. |
| Jinming Li: B0 guide-balanced NTC resample 2026-09-05 [submission wwMWaEmL2eTqycqEZDzi] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Jinming Li: B0 guide-balanced NTC resample 2026-09-05 [submission wwMWaEmL2eTqycqEZDzi]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.2995286546507069 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[907].score_avg; submission wwMWaEmL2eTqycqEZDzi Source checking is not independent reproduction. |
| NTI-InCo: kestrel-1 [submission uzRuOpvceoaWJFWC6rmA] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: NTI-InCo: kestrel-1 [submission uzRuOpvceoaWJFWC6rmA]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.06159098914605212 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[485].score_avg; submission uzRuOpvceoaWJFWC6rmA Source checking is not independent reproduction. |
| Kosh: DonorTransport-q025-v2 [submission PTqm3nO3775kG5Fw9gp4] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Kosh: DonorTransport-q025-v2 [submission PTqm3nO3775kG5Fw9gp4]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.09122780452308958 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[772].score_avg; submission PTqm3nO3775kG5Fw9gp4 Source checking is not independent reproduction. |
| abaabaabaaba: PCA Model 2026 [submission qU5WHyMJYxxjZcgXSyKh] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: abaabaabaaba: PCA Model 2026 [submission qU5WHyMJYxxjZcgXSyKh]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.039872328565515834 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[540].score_avg; submission qU5WHyMJYxxjZcgXSyKh Source checking is not independent reproduction. |
| zzrz: Flow Matching [submission HiAIP73UsEkRbppbjiXF] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: zzrz: Flow Matching [submission HiAIP73UsEkRbppbjiXF]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.14639383771891687 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[182].score_avg; submission HiAIP73UsEkRbppbjiXF Source checking is not independent reproduction. |
| Agenux: dummy-controls-bootstrap-300counts [submission q7JWTIs9JTeZncVMHja5] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Agenux: dummy-controls-bootstrap-300counts [submission q7JWTIs9JTeZncVMHja5]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -1.0035944319823589 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[1040].score_avg; submission q7JWTIs9JTeZncVMHja5 Source checking is not independent reproduction. |
| dog egg: B1 K562 delta alpha 0.5 [submission zUCqYBkabHXx2CkyKDqk] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: dog egg: B1 K562 delta alpha 0.5 [submission zUCqYBkabHXx2CkyKDqk]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.06028912646918222 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[487].score_avg; submission zUCqYBkabHXx2CkyKDqk Source checking is not independent reproduction. |
| AIgnite: vcc2026 permb50 blended denoise+sharpen + rank refinement [submission mQvFfipPQtPAYGzfYxhJ] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: AIgnite: vcc2026 permb50 blended denoise+sharpen + rank refinement [submission mQvFfipPQtPAYGzfYxhJ]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.18108712658681161 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[66].score_avg; submission mQvFfipPQtPAYGzfYxhJ Source checking is not independent reproduction. |
| WCG: r56-BC-cd4-0.30 [submission 83Yc1MQDAWAKRKRVCMF6] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: WCG: r56-BC-cd4-0.30 [submission 83Yc1MQDAWAKRKRVCMF6]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.08320628922655816 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[425].score_avg; submission 83Yc1MQDAWAKRKRVCMF6 Source checking is not independent reproduction. |
| Maksim Bobrin: STATE protein transfer v1 [submission 8VtfKKCtALf6cDkh4fqB] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Maksim Bobrin: STATE protein transfer v1 [submission 8VtfKKCtALf6cDkh4fqB]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.23697382656220087 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[856].score_avg; submission 8VtfKKCtALf6cDkh4fqB Source checking is not independent reproduction. |
| Aginglab.com: GeroAI_v66 [submission QJFFlTbn5AzF8329s35v] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Aginglab.com: GeroAI_v66 [submission QJFFlTbn5AzF8329s35v]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.23791327322756758 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[4].score_avg; submission QJFFlTbn5AzF8329s35v Source checking is not independent reproduction. |
| Tune: S025 [submission btAPwhN6k1BtwnvwqvL8] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Tune: S025 [submission btAPwhN6k1BtwnvwqvL8]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.12966811368328426 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[243].score_avg; submission btAPwhN6k1BtwnvwqvL8 Source checking is not independent reproduction. |
| CsabaiBIo: DE_targeted_loss_v1.1 [submission 9gHkjEZm2ZjDClLTgbMa] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: CsabaiBIo: DE_targeted_loss_v1.1 [submission 9gHkjEZm2ZjDClLTgbMa]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -1.0029717730115746 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[1038].score_avg; submission 9gHkjEZm2ZjDClLTgbMa Source checking is not independent reproduction. |
| Xiangyu: GenePert v1.1 Jurkat Dropout [submission NjPa8raI4oPgNZqaBxPV] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Xiangyu: GenePert v1.1 Jurkat Dropout [submission NjPa8raI4oPgNZqaBxPV]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.07277509583778231 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[755].score_avg; submission NjPa8raI4oPgNZqaBxPV Source checking is not independent reproduction. |
| Chuanhao Guo: ColdC001-2.1 [submission tRv9m5B5kfoPXIW8QJPa] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Chuanhao Guo: ColdC001-2.1 [submission tRv9m5B5kfoPXIW8QJPa]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.026995988061097556 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[686].score_avg; submission tRv9m5B5kfoPXIW8QJPa Source checking is not independent reproduction. |
| Amadeu Zou: BioFlow-ls [submission y7L4yROimWSkzNUDbSC4] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Amadeu Zou: BioFlow-ls [submission y7L4yROimWSkzNUDbSC4]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.9958585572604276 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[1023].score_avg; submission y7L4yROimWSkzNUDbSC4 Source checking is not independent reproduction. |
| Ligong Cao: v4NatK5Cfg0B100-20260918-2115 [submission AjaYHlwFvwoaXURFI1ok] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Ligong Cao: v4NatK5Cfg0B100-20260918-2115 [submission AjaYHlwFvwoaXURFI1ok]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.1527064468825056 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[810].score_avg; submission AjaYHlwFvwoaXURFI1ok Source checking is not independent reproduction. |
| AHA: state-b5k-observed-control-prior-v2 [submission GaDBXThQDnNhstumRhRn] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: AHA: state-b5k-observed-control-prior-v2 [submission GaDBXThQDnNhstumRhRn]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.09909325810411435 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[781].score_avg; submission GaDBXThQDnNhstumRhRn Source checking is not independent reproduction. |
| Byeongsub Lee: disp 0.5: push dispersion (mse clamped so free) [submission wL3avGWhENBZMIH1dBPe] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Byeongsub Lee: disp 0.5: push dispersion (mse clamped so free) [submission wL3avGWhENBZMIH1dBPe]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.1196538576854636 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[281].score_avg; submission wL3avGWhENBZMIH1dBPe Source checking is not independent reproduction. |
| bm: PerturbDB CVAE VCC2026 NTC adapter v1 [submission cVjgXF3anIsoetcO1bvH] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: bm: PerturbDB CVAE VCC2026 NTC adapter v1 [submission cVjgXF3anIsoetcO1bvH]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| -0.2740119451083202 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[875].score_avg; submission cVjgXF3anIsoetcO1bvH Source checking is not independent reproduction. |
| Salvatore Loguercio: manysource_mag_armb15 [submission k8hdJFLHHAi5YtI0cea0] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: Salvatore Loguercio: manysource_mag_armb15 [submission k8hdJFLHHAi5YtI0cea0]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.14395801401122543 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[189].score_avg; submission k8hdJFLHHAi5YtI0cea0 Source checking is not independent reproduction. |
| zi Yan: m9100 [submission UBfPGTOi65tcTJT6WSd4] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: zi Yan: m9100 [submission UBfPGTOi65tcTJT6WSd4]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.10614764947516368 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[336].score_avg; submission UBfPGTOi65tcTJT6WSd4 Source checking is not independent reproduction. |
| ants cell: b16 hybrid v2 a015 b020 [submission yMeAJ76C7JhVF3SsPyba] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: ants cell: b16 hybrid v2 a015 b020 [submission yMeAJ76C7JhVF3SsPyba]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.11933266272335413 score_avg Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[283].score_avg; submission yMeAJ76C7JhVF3SsPyba Source checking is not independent reproduction. |
Subset and evaluation context
This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
3 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.source_locator JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii Context-only references | Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii Version: 2026-09-19 snapshot; panel vcc2026-val-1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| description Source-defined subset: 2026 validation contexts A, B and C. Exact membership and scoring coverage remain as reported in the cited artifact. Context-only references | Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii Version: 2026-09-19 snapshot; panel vcc2026-val-1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| name 2026 validation contexts A, B and C Context-only references | Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii Version: 2026-09-19 snapshot; panel vcc2026-val-1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
Sources and history
View linked audit checks and correction history
Release 2026-09-19-eb6149e5d766 · Record review: discovered
1 source records and release history
- Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · Original source · 2026-09-19 snapshot; panel vcc2026-val-1
Technical metadata and extraction receipts
Stable ID: acquired-dataset-8af49d7590649d8f6daf
- source locator
- JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii
- missing metadata
- split manifest: unextracted
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- dataset: ikun: vcc [submission djVQUMxNoRaIwcm6d4Iu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: victor: s62 [submission gmgqDjMxDnp6cVw6qg0m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TSB: m1900 [submission Dl5BfDCOvkurORPikgcQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Danyu CHEN: ContextVariance_v2 [submission 0WHuzuHnaBkBhEycMFze] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PumpkinChicken: v56 [submission TRPAexSewnkQ989ofzVC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Micheal: DeepCRISPR [submission ar8PbE4FXWeTpgeHlORo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: random seed: M-s Uniform Delta [submission l6c3quyLyvnToASOTdWS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ligong Cao: v4NatK5Cfg0B100-20260918-2115 [submission AjaYHlwFvwoaXURFI1ok] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: None: phascogale [submission dfEhPoTP2JhyWibRmrXo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rebecca: hi [submission S4FaUCD6LwI7kgqZ7QBM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Pergedan: v7b_sefill [submission 2OUPWrPAM8UWSnRIp6lK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: WeCell: SFA3_HCT116_median_A3_donor_stability_seed42_WeCell [submission OE9hNpO8rNQwYHspCma0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hugo Jal: exploratory Ridge-PC external-prior baseline; non-promoted [submission jE44ReOrzfLuqRaWvCm6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BioFarmer: M15-3 [submission 5cdfco8ehjgoOxH8U92E] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ravit: sample pipeline test - vcc sample, seed 20260910 [submission Zk4iGcRaBpLw90ektZyR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yunke Zhang: own-or-fuse-v1 [submission 6lv1L9bfOjQopxPfX53A] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XIAOHANGCHI: KITE-VC A100 large ensemble [submission 1DPYBtwzbmQKhSmmpIH0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: aa cc: state_hct_to_hek_step6000 [submission fQoJd6BuYt3vEEM3EUEp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 书斌 曹: 12345622 [submission IzyLNyr1dgtFodpdoM9Q] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: RAISE: kolf-native-harbor [submission 7Zk3DnRDSRmbvJ1lVmxb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GZ YAI: (STACK+200f64e2) [submission DgzSG0XK28s1OmK5f40b] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MS1234ms: MSO-22 [submission KfDCDhGOTxZB9Udh6Uyi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 호빈 전: m-4c58c97231535ef355de [submission WeKoWhHv5wQkwA3iViJa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wkk: prediction_mean_delta 0909 [submission MwU2Fw5Iay2bZEfVkDpM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yao Li: Yao Model v5 [submission qhCmZju9KsanXykG7HpM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lc-Bio AILab: txpert_public_v3_exphormer_mg [submission 7Pr0YmoPgDIRtVB2sKa5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: nhgbfdvdfscdxsacdf: v11 resubmit restore best as latest [submission hJ8pWpXgGSjXj41lEIPT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NienieのPan: scBaseCount-knowledge-PDSopt-a0.05-k256-v1 [submission goEXTeOBH3CvkL0yMBQR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: IsoCell: Multisource Isometric 0911 [submission gBlFbfIIyalKBFltaMnl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yuanshen: TxPert GNN semantics + basal residual transfer v3 [submission Q0LYjZgllWFTx2deZpAy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lao Da: state-st-small-local-v1 [submission zP2Bk9iCaZS1TMm6UqFU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: liang zuan: HybridAStableTopCellBC-20260914-v10 [submission gaZrEjGfgsejnfyUSrE2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: LBJ: h39 [submission rr01SCTl4DGpPREZDv4V] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: tydymy: promoter-neighbour-f015 [submission WCDbgKyl4Z0azUi8lgcK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cell_d: tier1-resample-kd70 [submission 6xjZhKuT2sSRfbk43QJL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Those guys: unperturbed_plus_public_delta [submission uk9vvknHE79OmljG6b7G] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hongjian Zhou: pm-r15j [submission db6wDUxWSqaOSwzvE1Tf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qi Liu: LQ [submission hr17hV7Z3xupiknwczVS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: honglei li: 2tmzuen5jonh [submission qF3UdbSVUjPEmi6u3HLn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: linkst: causalvcc-four-source-crispri [submission CBRxNZOJzwhoCKpL50d6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Arkadiusz Baraniewicz: v20-depmap-lineage [submission 20J6nDz4fPmgsTtfNZCx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ASCENDER: NLME-A-v1-controls-fallback [submission Hy0cFE0alKopiFm9n5a2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: OpenPert: PertMind_KOLFMag_v1 [submission jhxe4m6pIPPV7W3gmtmB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gün Kaynar: gwps-transfer-v1 [submission 4vq05b22pP3mOYqpZtg2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Agenux: dummy-controls-bootstrap-300counts [submission q7JWTIs9JTeZncVMHja5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bluefin: 0916a [submission Iztf2TUHTW6lBcZulbjY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: T: v1 bootstrap baseline kd0.80 seed0 [submission BuwCITJW3Iq9gDTSxBaI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Joonyoung Kwon: lookup: K562 observed, alpha 1.2, no truncation [submission mePi0lekKd9eA8iFQpev] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jia: DIRECT-SLOTS32-FULLAXIS-20260918-R1 [submission kErYMvhAjVWVvnNMVXZ0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shaole CHANG: vcc ctrl [submission hCstQY4xLBJO08E1uCXV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cellular Minds: pipeline test [submission t2u4VDLr6d4aiBMnRQF7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rapunzel: A17 [submission g8BmxQ02imYAmc0WPG9w] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TAO: v17 v2-allin-11folds [submission jQxmoTr9uCCDiuk8NMoP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: chill: Mojito [submission CiNADBf9i1ZyABbHwSQA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Eric Walter: orion-ivw-amp1.8 [submission tGU8lPY4uuMoTeD7On9T] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jianyu Lin: C4+群体均值约束-v1-20260910 [submission Gr4QGzb7ExZt9GwNkTVP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 侯 王: CellFlow-Norman-baseline [submission Oxr40MIuNwhMN1IJPVDy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Intercontinental: LL-20260918-altass2 [submission daUnHSRxzQvh1uQvL0od] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Santiago Nicolas Ceron Dimate: RESPONDER-HYDRA-v2 [submission rW7U3XRuugtcz1DFVXeh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Long: K562 same-perturbation lfc transfer (unit-converted) [submission 7bzEcjmHsskmifgAhCOx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AdanR: PellaV4 [submission SUzzpmgaYJUBPpVdKyt1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yangyi Liu: ControlNull-fullgenes-guidebalanced-s20260905 [submission tUFNiD6E09UAndOS3SZ2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Siyuan Xu: ram7lsce [submission 4ioKidMwet9Gacrr9xra] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: weir: vcc2026_random_smoke_baseline [submission MMfTIOT2eCFs0FgIU2XD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YJN: gwps-npred-calibrated [submission R78El9c53FIzGSWiyW1r] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GOGO: v11-learned-neighbours [submission 159LGUTG0Hrr0S1TCQJ5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: WG: CB-CRISPRi-MetaKD-v1 [submission EKHJuk39RW9a7ARzzock] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HF: HH-0091 [submission 7DRICkld0A5xqKFMkmJq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yijing Zhou: model123540 [submission UULLJcN659C9H0sBDjfo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HaveFun: GCF-CTX1303-T-s1 [submission chgP4VgZGhSyQAh4sI9A] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xiaokai Tang: TXK-K562Ridge-ControlTransfer-v1 [submission RYoqitTrb7NbiCE8PY8N] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: qoffee1337: arm-0917-k (re-sent: it beat the incumbent 0.0 with 0.1856134132908177) [submission FlGu3QzTExR1FaG7u1HD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: UM: model-20260914-1443 [submission 1Ffxml0njZRq3hpp5FZO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZhaoLab: compass_n_string_proxy_v1 [submission yloWz12zJTLgUL7bUp6z] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Saber: RAPTOR27 [submission 83feV8sO5WkHMIwoJpd9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shutian: B1 K562 p99 transfer | 218 clean targets | source-null p99 | commit 51c6f7a [submission o8BMt635Jezevv6A3Bbv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Peng JIA: jp-11 [submission 1zJ9puJNnrUQIYlzqRHW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: D Yang: pet_transfer_scale0.3 [submission mqz700m6DEt2eW5H64gu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AAA: state-perturbation [submission wGYSVVyL3ssL8dQP7auT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kyle: scGANT full-data + pert-head fine-tuned on VCC2025 H1, zero-shot v2 [submission VUkP2GSRpKKmjwhFMx3j] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: JunChen: fix_base [submission 2dO9zg2CmoBaDiI3DEly] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Houlin Yu: celltics-1 [submission F1k1NDWsYAO7euxobxmX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Byeongsub Lee: disp 0.5: push dispersion (mse clamped so free) [submission wL3avGWhENBZMIH1dBPe] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The O: Amalgam 20260916 [submission niCUEhCZZLrDEhX1KG7w] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bm: PerturbDB CVAE VCC2026 NTC adapter v1 [submission cVjgXF3anIsoetcO1bvH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cao zhichuan: v4CalAnchor0910v3-20260919-0035 [submission n9bNtyAKBP7OLeabwmPg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Naoto Otsuka: v49: equal-weight ensemble of two nearly independent predictors - the K562-only transfer (0.0865 alone) and the three-screen transfer (0.0786 alone), whose predicted log2 fold changes correlate at only rho 0.076. Averaging happens after prediction rather than inside the library blend, which is why it is a different operation from the multi-source entries that lost ground earlier [submission MDZhGPwc7ILcaeDrb5qe] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: UNC Molecular Modeling Lab: Level3 v1: four-context training [submission WgV2bmsCgwnfN1AKejQx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kevin: Reuniclus_3 [submission qbtBHIm7JqvlUEkEsgiD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rhowan: context-mean NB baseline v0 [submission 56sZaEMvgkd6GzjePWuW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kevin SUN: a19-cd4multi-w0.70 [submission V2EXMIDctSaOtuN5IrVq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ptjam: m9060 [submission x6W7ShAIaYK1yi28QpW4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kevin Wu: GXL v1: Replogle K562 gwps log1p-delta transfer (272/300) + NTC-mean fallback, top-1000 Poisson [submission c2ydJZsSKivxtGId7xoy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hua Li: scDFM same ARC+GEO CRISPRi data; raw counts (no CP10k/log1p); 5000 steps; 8-step midpoint [submission EL7xBbVSoIrARH0NCkN2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HANYOUNG JEONG: VC-Nova-v9 [submission ZMZxivoESeVLe8S7mNX6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AI uses too much water: k0_response_model_comparison_v1_difformer [submission kfjMZnHS88WJtOus55uQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Terra Group: scDFM-log1p-linehold-B [submission mtDBBGmjxJFm7GQ1IfZT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Danis Lisa: n26-g7-b8 [submission qRAaXxWOdfVBORbgN269] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jiyu Yang: AmpScale-V_D-x1.5-resubmit-20260918 [submission A9vlKLmwxrnLLuv58oSJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Niu Lai: DigBick_v2f [submission g36WmyPsuWe0u1WdXFKV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Arag0n: Corti 2 [submission TPG6nM8QYvbGarOLSMpc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jessica Jiang: YL_B27 [submission VCFnHfksxkqsUhYMTERS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The Interventionists: lasso-comb [submission O8comN53GeL0R1Vy9Gzu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Team Blood: Linear-context-transfer-v2 [submission yar5BJRksQioWB1nZf1L] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jakki: expI7-stochastic-rounding [submission 6fKh5MqMRTj4SOMzU0OJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ice: v4 [submission FvchggjRJmMR1GXI3Jql] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Berk Uluçay: airea-s21-v1 [submission MUkLkMVNWhopEQFh94KU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: he weiye: KNN5 STATE modulation v2 [submission Rsweb2g6zvezCLrnohU3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XS Ma: Context-adapted pseudobulk log-FC transfer with source similarity, uncertainty shrinkage, and target-control count generation [submission mulam8es8HZ70dJ7SfVy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kamatama: test [submission FdVnkDyx2DFJTfjCcoNf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 姜成程 姜: m9020 [submission uZQbmLwm2q7ULmL01Kjk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: helloworld: vcc2026-int-prior-r01 [submission Mn1wSNuolCXfTZXGROin] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: she qi: abl-ac10amp075 [submission AR8GymGuJUYMGdLxHrq1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: peekpoo: V33 DLD1 development direct context-A blend075 [submission 6Ap2TjliG6ilNnfudity] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ComebacKid: PBLinearRidge-K20-d4-v1 [submission blcQ2Qt9HNK8lb4d3VFg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Allein: v23_orion_full_g1p25 [submission pARldeWJqsUOGJSZgEOn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Watermelon Lu: wl-gen-E20260919_005 [submission rjrsQOzpbepYH355OFeA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Formosa Bear: 2026val context baseline (calibration) [submission qaAOFXglWrRJqJeHC6jR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: rocket-team: submission-v1 [submission IWmMB4ht79GkMS8TI75F] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Paulo Henrique Andrade de Oliveira: CELLINP-Zero-V5MAX [submission JIKDEYuBn0LlZB1EFlmF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Tune: S025 [submission btAPwhN6k1BtwnvwqvL8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: lameyi: VCC v2 for the LOLZ [submission oJrCVr3qjcjm0XailAqb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: nodal: n3 [submission kvgqk9C55hb7YBtZLaA9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shahzeb Khan: v9 residual-amp K562GW LFC shrink=0.5 amp=1.5 (pds discrimination; not DEG-gate) [submission unSEr7hA4DBJzRDMp8v7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BBbb: selfkd-r0.12 [submission 8pchMJyBgpcr5hsqmx2T] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Pengwei Sun: shared-ctrl-ontarget-kd-v2 [submission hrfuonkGO4RTP9VY9QO4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Basal Instinct: Instinct v1.7 [submission 9IZ3NcWHylfQZEBPiWsv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qigong Li: hrblab-blend-consensus-w07 [submission HCEmjmaxd5meKvzWbTPW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: binyu-salvectors: k3-31 [submission hjkpgPTclxvGizGtQ0ku] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 2333: blend-destmemb-sclong [submission YryVF8SAQUpXZnwzPNMg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 小刀牛试: v22 [submission vxWNc35UwcobLBLL6E4f] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SLee: AnchorDE-Core-v2 [submission 0TVokVcI3ftGFE478pOF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xxw: last dance [submission iunlda1c1q1qbtdkXEfs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: pan: Baseline 3 real delta hybrid [submission rFBGEc1HDrdwKBo8L2Li] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Try Everything: faithful reproduction [submission 2Lb0LB8aFwCzK6vfiqsg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XUJING YAO: F1-frontier [submission HY6zDSNRmhnxTsBB394H] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Concept: baseline_knockdown baseline v1 [submission lGhKPT7pYVcI8Q9HhvAP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Biomni-TusoAI: direct_w075_g06_sq04 [submission OLQXepKlSub507CSLQIT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VRLAB: r58-BC-cd4-0.30-plus-agreement [submission B7O9wMdb8mVAj0wz0Snf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: surajp: geneembed-ensemble [submission XkVzbblPDRSFUdnlztet] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SSSIM: fv3 [submission nAlhuvUc4KE5LNkHZl6n] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lu Zhao: abc_context [submission x4xwpydcnXT3mdM9ZRlm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MAGUS.PhAI: PertLink-StatBasicKMeansHVG [submission cPvnG8zUh705SsZgfJy8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wang mengying: KP_baseline_repo [submission CsCls7hQISEo9qeUfpTm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kun Lab: control-resample baseline v0 [submission lN3u3Ae2Uv2w6Risfm9b] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Silico: stat-transfer-consensus-tabicl-fill-v6 [submission u8PAnwLGe77ymWEa6NmR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: koudeaikesi: Training-only linear v3 H1-full support-expanded [submission voo7ZGpQFG5Hcn5kRdVT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: junyeong Yim: control-resample-v1 [submission EVekpxFYwxSLWKeOX5rw] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jieqi Huang: v5F6PairedDeltaSB-20260919-1802 [submission qq9FGlrVIOe5XRW5ryQH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yang Yang: v7a_20260917 [submission 4rbSu1UUNUEC9XRGTuww] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Will Blair: exact-control-b0-v1 [submission N6t38fpeTJsdBf1JCLb3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TBD-1: multi-data-primeflow [submission Ukl7ii8XMBFA6KOKoRYG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ElricBrothers: vcc2026-30-20260911T130030Z [submission K0QAiPLYteJrdgolCtuN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qingjing-AI: Qingjing-AI v41 [submission iCQfExd3zLBNimiUAayL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bird: raw-control-baseline [submission PBCmgXUR7Lh4lah5PGfQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gavin: baseline [submission 4v572Mv2F3Amx5c1Xsh9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: futago's udon: orion_feng_mean_v1 [submission bBRRHUYswyWGe9vjaLmV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ydy: S7_v1 [submission hfGkPwPkd2tjxa8bdr2k] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Test: v21 [submission dy61eal5LTXjTwZT9SkP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: WEI YUDI: L84 diagonal context transfer (local gate not passed) [submission aPBHbdhRmY0go40ABJgS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ax: ax-v2 [submission NmAsDFdUZZ9VsFBMqVdK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 1 Undergrad: DANI 9 MEGA [submission YSoD6TANrOXYXceb61dV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gouthamrajan Nadarajan: baseline model [submission 8vAW7KjxI216lSq1lY0u] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Abd Ali: context-transfer-v2 [submission bWFnPJGBkBdXI0UGh20h] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sai Rohit Chakrapani Akula: Jiva-Harness Specialists [submission tGmMhwGJtyaW9kSiIXpN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Weihua Zheng: GenePT-feature v5 (clip-delta) [submission BKbfvoGmJP1UTrXd4OWB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NEXGEM: state-gwps-protein [submission jid7D47SrTFWVNxpi6LT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sylvalso: Sylvalso-STATE40K [submission sWp2UbgKdbIXBVTgTTso] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xxx yan: atlas-transfer v1.1 [submission tUoIAwQURLF7HeO20cu1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lei Zheng: s18_prep_eb_low_cis [submission z1VJktNSn5EO07HXYHI5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 黄龙: pred_g06pc [submission vS6wdKxLvlVfeSuRUSey] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 子杰 易: Sidechain SER-4afn X-Atlas alpha1.25 gamma0.75 even v1 [submission ensEh0JAzDVrsPRD13m3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: sota hagino: vcc-r20260911-ts1 [submission S01cmRnZ8Ikd4bgiXDZH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: onecellman3141: Cellulator T900 [submission e9ZYhQe3nY2vX0I7KRKZ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shaoming Duan: AtlasShift-TargetGate-FengBC-v2-Resubmit [submission E3fkqIadzFPKBnXaPlDB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: RenormAI: RenormCell Diffusion Only epoch 160 [submission YoIVy7thLSchq1yq9T1D] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: World Tree: v10 [submission OF476DSxptVmw1YYi6ZU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The_Way: The_Way10 [submission NELlL99k9F92tyHRMKyJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Peihan Li: v38_amp: the v36 3src pipeline (K562 w2 + H1-2025 w2 + CD4 0.5, per-source common-mode removal, 1e5-count shrinkage, dual-moment integer emission, promoter caps) with amplitudes recalibrated 0.6/0.3 -> 0.75/0.4 (single knob; v36 nmae 0.883 vs band 0.83-0.87 indicated under-amplification). [submission UXkXlSWQwzWPpN6eB3GW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Potentia: PotentiaFlow-SchemeB-v2-alpha1.0 [submission AjS2STFj8jx0piGeF2LP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The312: cella-v0.0.1 [submission SB9DSr4PI54mE7o5Jvv9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Testh: test [submission XNmgbcESDywe6BXtMGyA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bob: Bob-v010 [submission ISbg9LyUUGfZhNUD0KHC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: lynner: replogle_k562_gwps_linear_robust_clip_v1 [submission BxGTjOm75eKZJtAPb64n] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Alzheimer Project: v22 minimum count edit resubmission [submission Jiun3h4tKAT3oGWc6S7W] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: JINGSONG YAN: vcc-transfer-v1 [submission IqbCknPoPJONBSm9zA9u] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shrika Eddula: Submission 3 [submission ozIXd0kDjsxb3okRiE9W] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xinwei Shi: baseline-8-confidence-weighted-shrinkage [submission P0MGXzFoal3R919gOGk1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xihun luo: BackgroundMix NB v2 [submission r8z5UVhK2xToQXfe3dlH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Saarufer: pzlhe09180030 [submission VfxEsJOQ1N0o17XVcCA0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MetaLearner: toy2_3.80 [submission EF7s2sjq6Aoi4vLcYrJr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 不想在双非读医: 林克大大大魔王x1 [submission fvu808yXDZw0dydJA87G] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ackena: hek-a035 [submission nYLGf7qHBKcK6lCPNtsz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 동우 고1: kubig-logcp-gwps [submission S7xzt1bFGgwXzmTCtBtb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: raphael.r: Random submission [submission Dl0E7qguv35o0GevrAi4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lei Huang: pred_conf [submission CicXcmFwto9PSeU4uT5m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DD: parallax-axis48-ramp040-s1152-f0125-seed7 [submission 8PDIXU6dihnnpFgWoJf6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NKCK: A_ep99_anc [submission bJxf5hF6u5EdjlCIfdU6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Syracuse: 0919a-vc34 [submission rCEsxJDOgIEHdG48ii8O] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Harrison Li: Harrison_v5 [submission Id9TF7wvQMx0puaBDIvZ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ceremorphic: v4 [submission f1d649b8fvs1yJGBOzrW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: blueberry: blueberry-1 [submission nO8ioPuh1rxMZI50lFD1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xuan wang: Raw [submission KSryQjkDrCXYur9r0fLE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cas9cade: replogle-k562-delta-transfer [submission cXp3NQgmS5mDAN1AOD0J] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xi CHEN: state_v1 [submission jIAXTyjVtLOVwSOSibNW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: tenglong yuan: S0 control-copy repeat 2026-09-16 [submission n2EkGHhzgPAZybvAautd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sunberg: dpCell [submission LJUW8g9UGyV8d2LCwVsD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: shaoyu song: wiener_test [submission TAi1RqFfcUynNRybmmBu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: undercovercompscientist: m9 [submission EEx52RKuEnW9GTAZEnzF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ITHACA ZERO: test4 [submission xHF92nlFv44BYc8Mu86b] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: dht_2026: improved [submission q9YJYESkYxIoJ5ZKzAle] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Killian Pluenet: vc-paired-compact-20260913 [submission MRyuhgAM1vpsinOwSWZl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: buzzer beater: S1-ratio-uncentered-fast001 [submission FP0IgMUhi8zYcJxwJJMX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dunpeng Cai: Virtual-Cell-Go hybrid-v3 [submission a1gq2QuGopAi9Odc7scK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 777: m7 [submission xTnepHMvPm0uR1p9HxKd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Maotai Cheng: modelI_esfix_a2 [submission W1WzymGZjd9gCgUDNbbT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ye Lab: v35-fused-direction-calibrated-peak [submission faT8dSNKepmRAsFZGFPV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ritishka Gupta: sample [submission uodFpGjgwgfRGunv0NQA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jianqing Zhu: V4-GO-MLP-MSE-20260919-seed42 [submission qGQqPrIG1DQXwB1CX1Hs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Forrest Sheldon: shifted-control (H1 global axis) [submission jRO2BVwofsznQgIy2Jw3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Primordia: init [submission 7qykVpd8mQwItcVV3Qg4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chen Yang: denoisedSelfMem_k500_a120_nokd [submission 8QKjhHHJp8tEy47aNirD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sijia Cui: control-resampling-v1 [submission bUK3KrUjUUBaSpVfgsbY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hari Prakash: MoleculeMind v184 [submission hQFbUfLegcELwSL9rpu0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kaipeng Zheng: AtlasShift [submission 318X3HvWO3TQHh2izR2B] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Subin An: BayesVC V111 [submission B19Pdg9lErhEFm0nd2kJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CellMind: baseline0916 v2 [submission xZMHYsL0AVQKHf9pAoir] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GongfuPanda: a3_dc1_renormlib [submission 4PnR3JYssoMjxcNKaIsl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: gugugaga: SER-6aefn-repro [submission KhjpHk9gcy9AoL10k3ik] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CC-VirtualCellShift: CC-VirtualCellShift NonCC-v2-H020 [submission 7SmwpaxC1iLrdK41o7n1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wenxuan Tong: SCP-Pro-CD4-AbsBin-DEW10-11200-query [submission QLpMHR3Zst0k7lGryiMU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BB: v0.1 [submission uAJNqT4UadARILmlmB5g] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 정 서진: m-187ae95b71d1fd8be4fa [submission 518tIuKdhhvvCQpdIVGP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Angel: v68 v31 prism-gasperini [submission bbjiLhYHqcjBg42zS2ND] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Anthony Jordon: Marvosa HCL V44 Validation [submission lW8CjiDvJKOHrLgMZXgE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: codertx: coraFusionV1 [submission K2IoouOjvP2EyNeVxg16] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Eddie Hajjar: pipeline smoke test, vcc sample random data [submission QqKdsQWu32yG7j5L6Aj8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Giovanni Marco Dall'Olio: XFER-015 CD4 residual at uniform weight 0.60 [submission ox4vVjT1mxZbkQUHPsCl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bhyi4: kolfsign7-champbase-alpha04 [submission JQullIAdMwucG3TzmpaI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: abaabaabaaba: PCA Model 2026 [submission qU5WHyMJYxxjZcgXSyKh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bao: v1 [submission so0sNMorum9st3ljzTkU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cascais Cell Club: h1-global-response-baseline [submission YxzFnE8BDUIfmrP1n4uF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hahhh: hahhh v30 [submission ytNQ1jgF7mKCeKg3DmKL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Anna Xie (ゆい): M13 [submission chqZ0I3VJpn7xT9exAvb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Junyan Chen: FreqHarbor21 [submission nPdFuaBWvPPyjWzzvUrX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Exaforge Labs: Cellshift [submission qb8uIYS0xk8opOCclKm4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yushi chen: candidate_0917c [submission 2BK0SDkxJNH3QIppJig7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lingge Meng: Emitter-r020-seed17-r070-retry1 [submission hMqmfH4Umv0DDop79QzY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: JamesLi: swift [submission XryTRmBAQAdQuvOHvUDn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Toshi: nikujaga [submission uPfjdqhQCCmzQQ7ZikEq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Amit Shenoy: donor-mean a0.90 theta-per-gene-MoM gwps-only mshift+KOLF2.1J-orphans r15-dispersion-match [submission WtNvrAzfG95MhgYfUQoW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Meng Zhang: v4Old0910v3K5B100-20260918-2205 [submission k5yybSbta5CtePV1v0i9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GISL: GISL v46 [submission yQFR57Snu4jhl5dFl5Kp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: newtwent: control baseline [submission dsizngk5igoacQc7nEr9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 123king: countergenome-resid-v1 [submission sy6Lq5W8qrLurlzaL3AT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhaohui Li: tryme [submission Jvk9RN9jpVT5evpM2lGQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Svvord: v4 [submission umZvlNHpVPBDtrEusEPl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mike Ogilvy: CellAwareGEARS-enhanced-v2-dynamic-edge [submission NjGtnxkwqqSWUa7kIG2Y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: peng yu: rgua1seu [submission EQ84cnMe7lVdzITHG8gc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 이채린: KOLF top5 context detect25 v2 [submission 8hLqqxDllQzz13u2VkXR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DeltaE: phase83_gene_trust_thr05 [submission lpPVL3pMRENpVdBn3rEn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TH: nb001_context_mean_baseline [submission 764xgM7xmyMfXkUHwehh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hualuo Pang: zscore_6src_pds6_a10 [submission 013ZDRPd06pr5C3caL9A] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DeSCOPE: scale [submission 1SZI9lHWQ2B2m8ZcFrde] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: petalwish: vcc2026-seed1 [submission x2xzYjxfDUwMcZOv9QQq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 2027: coexpr-v1 [submission yLoCR7FPFnjqABtyXib2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shenping Wang: multi-dataset conservative ensemble [submission 2bY0dvi7DKWA0yX252JK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: root: hujf7gt9uz6l [submission G9hZACOE5NdP2KD3kkz0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xiaoyan Li: baseline0: control resample (pipeline test) [submission yvjVZu63c5ely4Oda4hC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhenhua Chen: Orion Matched NB v1 [submission NKEIPTJ5NBifE3f7qXCI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: weiheng liu: state-gwps-v2-hybrid [submission ttadAGAYBghUMQjwPbrA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yuhao Wang: sn05_kernel0125_cf_20260919 [submission Zw7fkA2soxMxiS7AoGfN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AJOU: 0e9d0a949229075e [submission GQPjszVD6IxtKYAPF1PU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: null_hypothesis: e42 [submission 1fM1JZYJruVSDgMrXymB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Han Bowen: Version 33 [submission FASA1678B5W4FXcjo8Lc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: t w: baseline_v1 [submission 9eLEyudXgnrbjEBaCJeK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cclab: Cell v4 [submission u1tdL54JnjnlS2l1OezZ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Karan Nanda: lfc-transfer-3line-cellsqrt-rw5x [submission P4tFNTGW5nlzqXtSeHqT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: team PB: baseline_v7 [submission Ao44k1aArZJUOay5McXj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dongmei Cui: dc-54 [submission 7tWKQBdU0Bww4CTnPXU8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Amirhossein Valizadeh: av04 [submission mLvAj9NYTRORkR8vUV6y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Garrett Roell: control mean-std baseline v1 [submission Zgt5JNLIL1rZaRUzLLlv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mehul Borad: simple-7 [submission gBgclmG8EiCfElGGZVWX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Target Vector LTD: raw-bulk-v23-iid-kaggle-transfer-test [submission t7wfcESRLF0swJcY3ma0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: s007: trial [submission NUQcidTG4ybWb4sdY2O6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhen Hu: my model v0 [submission 1Q9TECu7nrcGfmkXV0aG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DipMind: KIMCHI-7 [submission puIbGx8HOANfHsGYIRFN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jian Xiao: SPGM-amp3 [submission qCT9cJIIoWYfIJnuIFbp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhongyun He: recentered v5 full-density [submission BQm372zkot2BhtoPZ2cg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: M249: B2-sparse25-a0.5 [submission 7itvdtQuQyFiIuzeBoKJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: out mamba: first submission [submission jtDNJt7gVmqXPxNogoJm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CsabaiBIo: DE_targeted_loss_v1.1 [submission 9gHkjEZm2ZjDClLTgbMa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Robin Sayar: arch-inspect-sample (pipeline test) [submission LOyPmvvpeKbQBxV9YsWH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Victor Efimov: pipeline check: random sample, not a model [submission YuLzi7VyGvNeeGrw1ERJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GlancerZ: STATE-SE600M-Frozen-FourSource-v0.8 [submission x1xGBy1lQHSt8L4bfsLo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 机器复习: fw2 source-weight fusion (magnitude-calibrated) [submission 6PWmGgAN2fv5Zt39B1o6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CNCB-Sycamore-AILab: Excalibur V3 [submission bnfrzzwBTmkQHSr8gVK4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhayulong: val-20260824-01 [submission 2vmw8SsZvHqjNGw8s9zO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BabaJaguska: m1_ensemble [submission xn7og08xepUuq02wesci] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lei Zheng3: know [submission ILu6OcQtx75LSRNnJser] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Runyu Qi: G1-E1-log2-unit-corrected [submission qxpc0UkGdNQS9gea83MC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kyle Kimler: E015 E010 shared-background subtraction 50% [submission wcveHczXLNXngQXdBG4L] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Morganti Lab: SHRINKWRAP v8.2.1 [submission CRy6L2YAvGsdElrw8XJM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Giu: v8_state_residual [submission wbInUvos9b4CouUm9XAH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: UWISC-BMI: v2.7 rb0 [submission ux3hAxfcfehUiOlAs9lb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TJUBD: SUB-0033 [submission WpmrDk9VGqevAok09V4t] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bob Clarkson: r57-r53-dose20-shared-20260918 [submission Kj3Xh23NP6MT7tzlvlt9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VITAL-DGU: Set-N2V-Pilot-v1 [submission xyMVDPFiTVCFgd9x41jU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hristo Buyukliev: PDS_hacking [submission LOJH38HpZRWk8OFAzVai] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DMCB: basic [submission cJBRr1v3jxzpSfDZvYir] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HK team: SER-R17-B11Recon-NBSimplex-v1 [submission BIuA2jJs1K4xuQ5c73qx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wu huanhuan: lalala [submission Hs8mmeIDN5Zm1WXroFms] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BioCosmos X: TxPert MoE v4 epoch11 [submission 9P4yW8MeWjCG8sxZvNQN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Eric Wang: C2 A-only Headgate f020 r025 [submission Q1Jylk6OVPeImsgl5tlw] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Andrej Bugrim: 'shift_trans_core_gated' [submission oA7ZtSqgRk6E6PoVtj2V] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Luke Darcy: simple_syrup [submission 7Hs0TuRvOCLnidQsc88M] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Serengeti: GWPS-H1 Full Response v1 [submission FWj0fAvUQyRJl2lJoUm4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: allen oyi: K [submission oLnVSo0NsKA13lAEGmDM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DeepImmune Therapeutics: ModelV12 [submission 6xfLfGaOuvS9C0QI4f5f] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Catalytic: Identity concentrated direct transfer amp025 20260913 [submission Nvkbx7mGCKupdT0A2kT0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Nabi: nabi_r066 [submission 6RjNzgJAwzlmhcHYvGwo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Q Zhao: E_primary_v7 [submission fublo6ytkrVCXMr8DdRc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XiYue Stone: my model v3 [submission yIj7Ek4B8FkfIlFVUDKk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: manyu li: three-source-replogle-amplitude025-median01-2026-08-25 [submission gz1EycaJp3BjfWBwWkNB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MY Institute: v5.3 sign model flip@0.9 a1300f8 [submission oankAwLQcmObU2VdRQpL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: How Sweet: repro- v4.1 [submission MWI5asGBi47T5VmH4xIW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 韬 黄: SourceAtlas-LGBM-FixedMargins [submission j81JYjl3QTLnf71aNrB6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: little han: porter-orgmatch-v1 [submission lNCFgSC5NAvb1foZ2tkA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lixing Tan: r61-BC-cd4-0.50-plus-agreement [submission VmXE1jM4wOWPjr962oQc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jip Wulffele: baseline_v0 [submission Cpmx1lk3b9Uabvrg2lq4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chunhao Gu: Solu-test [submission 5PTXJhTFTaK6S7dZy1nf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Good: zero-shot-gene-embedding-residual-v1 [submission tn5HOmNYI8kXutuJylcD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Frazer: mlookup [submission sXwq6SkRif9jCTD8kcrI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Tara Bird: v3-shrunk-a3.0-t0.5 [submission Q2p9Uz6zuaFq0qAa73eJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ian Driver: geoatlas-v8.4 [submission ctqfBeZnK1D2ah0jte53] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: qian: candidate-013 [submission tKZzwKvXocAUQFsq4qvf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yuan Fei: Control resampling baseline [submission MR1bGPIaHZfPa098r8Jz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mariusz Kurman: ccpsm_v4 [submission JhLMITTNxMpqTk0Q0MwK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dandelion: ARC_X_lam025 [submission XUhq507wlGBjMbFQJtS7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhou Li: Quorum [submission UFz8B9gR0t73HDu2Y34y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zescy zhang: m9120 [submission jStPrPuXfx6pjCVmAjjb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: umbriel: v20260916-stackctx-g2-bc-v001 [submission exZ40KXicxOL2WpuMZ85] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yiqing zhang: Replogle K562 Delta Transfer v1 [submission 9L7m6TphKo3jBNx1YZF3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zemin Li: m5e [submission pIrGle7mKqmAJ0NkISji] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mandolino: trial-07 sc-generator + conditioned linear model x2 [submission BV1gqrIYuy2KMVZSGmN4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qing Xiong: null zero_effect diagnostic 2026-09-07 [submission x5ND3i4hEzU1D9s9wioC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Benjamin Parrish: expression-mlp-2026 [submission AQ5n5bw1vsYaLc2eY8mm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wutian: paired10-meanenv [submission WFzfrWMyhfGDi2ReLVAc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AlphaBio: shrink a0.5 k2000 (a_eff~0.6): direction-preserving magnitude shrink of v10p to fix mse=0 [submission nOl3fd9xOOTwMFKX47X2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZNHM: k562-qc-shrunk-v0 [submission YyYbyefUpXhjp8xJinUV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ela K: dummy [submission NfSHLws0y9mw5JhPFjoC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Fangjia Luo: IdentityMatched-v1 [submission 79BinafCydWJbiR2MK3R] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cindy chen: (STACK+071c46fa) [submission AzFVZmm5pRWAis74X25N] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ocb00999: ABC-CD4Consensus-ContextKernel-20260919 [submission ath4Ji43uywe8hP3IhI3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Fernando Rodrigues: V2_todos_restore [submission oaiwevbueRab01Kx9O3f] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: nkbio: random model [submission ih8tvy807NJtCvAEmzDS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhu Lab: ecformer-manydatasets-fix [submission 6LExY9YrNfCpuamcbK5z] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jiale Zheng: DE Aware Alpha012 Prop [submission FoupQsl9RdrHh8HTt1gj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dianyu Lou: fox [submission QPXKMAG4cMoxzXq0g6Vh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: biointerest: DSpinRegularizedGraphTransformerV1 [submission 9CHO0bx78AWLGe2SLB8P] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: black_handsome_egg: zhihuidan_hybrid_v58 [submission w6WFIXyQxngZDA7vWiDG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SIG26: nxkBIG [submission AVKdqN3j6Lr3v6Qd5SYs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: barthazian: champion-moe-ensemble-v1 [submission hS48SlJy2p8w0Fqcv4hB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Giri Anand: sample [submission ByEcLD8f3WadaYG7Yk6y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: p19: p19-m7 [submission 7SqpbVxzcRhMQFoG5YnK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Aiden: zhu_cd4_stim8_context_a_s025 [submission iUAu55FlzmY4OvJCNdT7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zzrz: Flow Matching [submission HiAIP73UsEkRbppbjiXF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: papercrane: Paper Crane KIRI R5 Full Coverage Upside [submission nIf3M4qQFc3P7bRS6CL9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: polligator: E [submission TgqgCgLR2YUCG4BD1TmV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TOBE: 260917_v1 [submission AHmZGKreUN7gFUELc52b] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Flechazo: Demo-010 [submission NdXlm6ipCoZfwB95xGAp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The Cell Mates: baseline_v4 [submission g4jv1IPqX18qbhfG777m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cape May Collective: M2 Candidate A [submission 5CVXLqkeN43gkklLXoK0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yufii Yu: context-resample-target0 baseline [submission uVo7zIdcwxuD3drEe2Wk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: QCell: test [submission mZCGCeVR76rQs3kvaYHd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: roxs: cortex2 [submission JvoAvsxZMJDJdiTavmuG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xu jihui: aqua-e009-learned-rebase-cont-20260914 [submission ETe1H5LuQ5rKgT6xGhum] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hr w: 关注希尔薇谢谢喵 [submission rxfVVhg9iMm8MtaSqqMT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HK: cp-004 [submission zpv5rK8rp1VwMfXfPtkV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yuyang Wang: model123524 [submission Y4QGRB0a1lbjyx9UL5dC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jiajun chen: neural_donor_nu [submission iOhKOVHET7cjuFMAey5o] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Semantic‑Topological Attractor: STA-TWCE-v5-Waddington [submission wBX3FtNPuF3PXjWV7nFQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yi han: B14-Dual-Cambrian-PPI-NB [submission TErgEkjd2fw3j2O8aDbj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: easonwu: hope02 [submission BmOsr6O1aVf5jha6xPGh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jong Hang Siong: NTC + on-target CRISPRi + coexpression [submission cdscBm5sLZ27dYroTDCx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YANG Emily: CDX015 fixed A gene totals BC exact [submission dvtqIa3JcTjnvyJWCWVJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SynAT.Viz: delta model v1 [submission YSUv6nUIRXUgZtyaA0KC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: webioinfo: Luv_1.1 [submission ilrSc1pf2qOAMUPeTdON] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: tomo: test6 [submission fBa67W1uR5CxGQaRMl0g] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Illumina AI: PerturbationAI [submission fslq6ov1ijfW0MlMkAii] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 行野: 波克布林0913c [submission 3g78H8Vp86xt39ZPkFIr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Schrodinger: v5 [submission 9Ft8OmD4zlg1qzqJ8i9b] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yushan Peng: r85e02e6 [submission IYyvR3Y1GBiTrS2L0eMP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Avantika Utam: D25-PooledAttention-v1 [submission dRFKILNt3p8WQMtDa5dw] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Pi chu: lingshu-vcc2026-scheme2-weighted-rd-ep20 [submission ngVvDclYEKA7alGnUTIB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: OPUS-Cell: v0831_cpm_continuous5 [submission P5IMMJxwzZf2SLQWKBOM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Eclab: eclab-v9 [submission uuoj5pWVQnGZGRUrUkSD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: elixir: naive_log2fc_shuffled [submission UZoYEsL2DF2VtIsZ7OQc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Guole Liu: 0909b_10th [submission pRcvdZXtyi2V9DN4rYEa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: pasteur: A-rpe1-dense-v1 [submission HS9CcDwAa30EOZSF8tka] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MJ: S09-cross-context-gene-transformer-v1 [submission RM8AAAhpkCJCHzEBAB2a] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: KQV: v1b_hsrc_f3calrr [submission gcNMx1BsSAM9fIBw2kto] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chuanhao Guo: ColdC001-2.1 [submission tRv9m5B5kfoPXIW8QJPa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: QuKunLab: V1 [submission yTOG0GHUn1WqxWep7kKB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: REN DA: ibis [submission CxvPXPHnAuXyb7u2UJkV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: FYM: DualSource-Linear-v1 [submission jXELzX1u6qEU6oQr77UN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jinhua Bian: PertGA-Replogle-Hybrid-v1 [submission MLL9jkVZovSdKfWiwrYq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ivan Vasenov: animalcule-1.1.0 [submission 54fcyJDyYWBIJTVjifWm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZhilongLi: lzl~ [submission 4plOCNgkRpFFrrq9KoCY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Andrew Liu: AL-7987 [submission RHTQMpRFsxXTD208xBL7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YaoyaoZhang_Lab: B1 context-only: same 400 representative control cells per target, stratified by library size [submission 7BHvjRBFMD1dEkN9HKgr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wangzhonghan wang: BaseControl context mean baseline (top-300 sparse) [submission CRXrNBBAS0SqHQUlch5N] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Pratham Mashruwala: v1 [submission rIchQPevv75gthWAcrpc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 花火（emotionor）: S2 R16-R21 predecoder hybrid [submission mjDGUlRLJlx5HUJxgAyh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sidechain: Sidechain SER-7abefn [submission aqijjlyiewVouYIsz3AW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qihao Duan: JanusPerturb [submission yizyETro2M2VEhL4gVRy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: San: 009 [submission KM9p45BMXxnPScj5txnd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cl9: state [submission D4RIt9EdMDwDFHMQwL8y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Swamy Vijayan: Zafrens V71-01 [submission OXFjA3GrQcQEk6pKQqXX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Unperturbed_STATEs_of_Mind: stackpert-compliant-x4 [submission K1dKezr7NhIVdtXnbKt1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Nora_xy: Control Sampling v001 [submission 9PcQaBXluzuUmNl1URXp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 0xOsprey: transfer-knn-k1 [submission NHJdFUTjiUzK8ffmQFgL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yingqi Zhang: stack-model-v1 [submission upCAVShk583CzbS7m5uT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Matt Toribio: O1 [submission PGldF7BniBj3vdnkRNmq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gladstone Bioinfo Core: mean-response baseline [submission ylXFanYqAk2HApKmMqiq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 404NotFound: panel-gwps-memory-v1 [submission Ug0g8bUkPDqQjKztoyzZ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Super Linear: ti-0831 [submission kV8GYJuAwoI6Sqv0lLKp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PP: MLHarness-n0011-trainval300 [submission SPpRa9lomAeeCuQ0fnKF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Aaron H: global-mean-effect [submission DWEB4FyVrq7t7NLJh6ko] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kexin Li: trinity(attn+cd4t+sw60) a0.8 [submission 6leKPFdJN8NywjwfcBJ8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BwB: zeroprobe_31fallback [submission uaOHd5XW7oenDgvYAwYL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Aaron Kanzer: scigantic-target-only-v1 [submission 0UZa8Vd2Hdc67QJAsNNG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mohammad Usman: usm-v8 [submission WFQfmf6ponEwvoXS6jhV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: chisheng Lee: v65 seed888 sw8 [submission 3lQ5tDAHkjqlQKMIhUnW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jason: Support-Calibrated Consensus v1 [submission lxBrPgvVVCZ1q1Rs0FfB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VCC - SVDS: v8 [submission v7yKgENfTydHJm1iyWmn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: s1: s12 [submission tiRzXmJ0XeeVnhCyyGNp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: athenen: l025-v1 [submission qp52lBuyHgvU9p9t3tci] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZZJ: r22e11gt [submission HVlV0wSAjCiNV8cliCbs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: V2: ARC2026 production model checkpoint 15650 [submission n8TzWtlYIQYTZsfyVLWF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ming-Chang Chiu: exp005-pool2-amplitude075 [submission 26YI3jJ2tUN8jdSeVDKZ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: InnoB: Snipe [submission CminnZRmHKYZS5vQ854R] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The RL team: baseline [submission Hcp6VJt9dSkNrukBSqKy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PROSPECTor: PROSPECTor Polaris v1 causal programs hybrid [submission agdpueE0CIHLIwW1rmH7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 변희근 Byun: m-c7220d0045a44ad6f165 [submission Xb5EJIeWsSGZcChzAv03] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jjjing1998: Blend1.21I_LargerDirection50 S50 signed-DE gate [submission w4NLG0tJSEFUbbjNsA5f] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: You: anchor01-mu-poisson [submission 6x7pO3P65yOdLKmzi8Sp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Richard Wu: eager-otter [submission Ebsyr3dh3iFxqiMOhXU7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AIVC42: HepG2EnsembleTransfer-v5 [submission WVmS522gRsISR3tApp6g] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhan Zhang: ROP1 [submission J1KBixn349pcEyTG3tJF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Madman: V9a-filler-amp072 [submission UFFYn0SfqNlHaQwUFIS6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: don't know,don't care: aqua-e006-cosine-20260914 [submission tv3iHJTNGYqI1KF1pq0N] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Masagon: entry-20260913-114629 [submission IgI7tJdhZ5AdiaY7REX9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gia Khang Tạ: v2 initial submission: prior-dominant MoE release with breadth calibration and a live-scored level-3 tuned E2m emitter [submission KWjZr5XxaVD3iLn5duDz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 。。。: v18 Orion HCT116 delta transfer with multinomial counts; fallback submission [submission YeSIg3hVnO9Otwqi7Y6F] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hou Zeyu: stse16x16_step15000_ratio [submission 6UWMgjIdHyr8I7fgQg2L] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yimiao feng: r3 [submission y1S6qKRZVPZWLgVzFqhW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Aqua: aqua-alpha2 [submission 7dQg1qhgItb352P0MZH8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GHS Team: vcc2026_v2_dampened [submission Z7TN9IttnhRX7djRw04K] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qian Jiang: abl-amp075 [submission lwUQUZuDmdYjpx1KXiC5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: megaBlack: cater_base [submission v7eHAMo8fooNQyg1lSa7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ayush Mittal: noumenal-b1-direct-knockdown [submission lV2cjOjQQmIpg4NVj8AH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ideoscopic: spectral [submission wJQ9xLOUshxcCJEyrytr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yongyan Wang: control-paste [submission BTnVuRZFERnH9RuKbqDY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: dog egg: B1 K562 delta alpha 0.5 [submission zUCqYBkabHXx2CkyKDqk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dowler Huxley: joe [submission tiRcskie3i0yLoauQNvI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Haojun Yu: MODEL [submission h4X0f4E01WIf0BimLm6s] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: shawn: CellOrch AtlasShift K3 cs075 amp105 [submission HcLyrGWGcbdOI9A6Aeba] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ggband: r52-r32-strength-550-20260918 [submission KHyqlfm6K9ENdwLw7Cbp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AI4S: MORPH v3 model + best kNN config (threshold 0.3/0.2, no direction voting) [submission NqTpLBDs4KUsYZ8kGyFN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhuocheng Hu: PRISM GNN Baseline [submission Q4EKwYOIZiZfPGlmu3ex] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Huai-Yu Liou: model v1.2 [submission DCd0nADIRZzS0HzvuaDc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Silver Labs: vCell [submission NtRaNqTXH8PpxfyVu2Hn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Petit Fan: SixAligned_SrcTransfer_v1 [submission nuSiFIlJJHfgdqFlwDhr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kangrui du: MODEL [submission 93xzHcSKGh96HOy5jmBy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Life Code: PetaCell-v4.12 [submission mV7CoOIIqqTlVfJsHL2E] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: virtual credit card: gene-ivw-fixed55-s15-v117 [submission D9Qr5ZXFmevE7DLBum96] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ravenclaw: VCC2026-v35 [submission STcYg3bFzmfA5nGvOemo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: scTRION: 260916_pseudobulk_compass_hybrid [submission 9Qx0mc7So5hQjzrWKnrf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Renye Zhang: STATE ST-HVG Orion [submission imOBx0pZYRJFfuAUQHmS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bill M: Confident transfer with saturating deterministic emission [submission fUXl3jXGL1TsQUABdsnz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Slurm Shadi: Cellulation [submission arJ3HAQvDGC9CFnLkJqz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Haibaio Yao: atlas-transfer-log2fc09-bulk035-v1 [submission 1fmwxTqJICAPWlOUFjyW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chan Jiajun: run-039 [submission AL68qzAlC2UIL1ninVMQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 机器比我会学习: Version-08 [submission pKQx1kpbQ080nTYTGtZF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TR[AI]L: submission12 [submission rMhefC4Cv3HhWkx6tbcD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yu Han: R1_M4_unseen_M2_seen_v1 [submission rZSdUs24CpuEm7VUfO3d] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dalang Yu: Atlas Transfer K3 cs0.75 CPM1.05 [submission zPXmTWVhLJxwVxrfzsiL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Taixing Qiu: sample [submission 7HsFDP3Z4gp89YykLK7r] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: sddp: entry-d66ce97b [submission A5HURVlWnXHXSy7aSuGv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PertTest: MV1.3 [submission kVbRtcgVoOZL8lSv1HTB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: KunHao Liang: model123532 [submission o8h41ClccK4IvF1OBYDk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cameron S: morphoperturb-D288-rowp99 [submission gDd2h9WQcCefPM5ykCt8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: raft.bio: distinctive-programs2-permweight [submission 80XSonRLJJVfOZShUG8U] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BusyBeaver: quiet transfer: overlap damp 0.5 + attn x0.25 fallback (magnitude-shrunk after fid -0.47 at x1.5) [submission VLdVyWJSWKEAqBW3lf3p] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sutra Loop: S7: KD=0.15 (locked) + noise_scale=0.7 [submission HCSqbjAslJuhXzwM7ksC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Huihui Shi: LUCA-CELL [submission n0CPgUyF8t9ZMTDT3qiE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Spongebob: STACK Frozen Paired V1.1 [submission fWXjGHWrvcwN0hAXXX2I] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Maksim Bobrin: STATE protein transfer v1 [submission 8VtfKKCtALf6cDkh4fqB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Evotec SE: evoloom [submission RqZpCuchnXq1fcpMNC5S] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: chen li: state_test [submission 1zkZZegzO98wrUvyJkj3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Fei: log1pcpm_top10L3_clean_6src [submission brWNnmgA5L17lKlHo1kN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: QVCC26: v8_additive_s2.5 [submission 9hGGTIzxnVoPnP5AKiqp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Layne Wong: gram-whiten a0.25 + gamma 1.5 [submission NQx0XVeIB0ByuM4MlT8q] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Aubree: V23 [submission i7CF8tHfpNFbVBvScynS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 123: MODEL [submission KH5pJ002m4teiUSDXwUl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cctv: sample36 [submission uF0tfKvrlibtTREXL6Kh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yyyyy: gy41o [submission tDBqwtxLsvI3N8aXJd6m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SG: gz-15 [submission dB55jYYTObdICrv1uvx6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: lin lin: G2.1 exploratory template tilt [submission wibhI1NEJjPMl7v7ewKh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zachary Ruhe: test model 3 [submission JPrOEplU22BQLE0U9aFY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hajimi: submission_0918_1 [submission 0mYMknmsSzR3jmYqRICt] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rohit Kumar: Ironhide [submission tXrIbohXHahmw3PyryLt] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhongcheng Fang: CoRePert-5source-seed42 [submission VdsyFisDpemfuUsiJexG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 42: inf_8 [submission VNypmELc8Vjiu5lCwin1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GUOQIUTONG Guo: K562ContextAdaptiveStat v4 mix320_80 multisource soft [submission OAVgIWdVNZUXqX0hdelC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: silicell: MeanCentered StateTF-GRN v4 [submission 3xcyiivnyL6iFM0x1UIK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Nichlu: cmLearnTiled: learned transfer + tiled emission (stack both wins) [submission KcWcttN4VQ3mjZVDmIb6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SI: v4 [submission 7gqkZ1HRINpn3FPUNIK4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lu Zheng: model123553 [submission 3BqMwwbjnu8mlIiYIsf6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: LibraryPrep+FACS: Pooled k=4, magnitude x2.0, per-cell response heterogeneity cv=0.5 [submission b53O1zKysvvnt6fwoZL9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PRIME: sample [submission lqjuYrumdDBSgRnmTqpn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Stuart: Neris-f251b1c8444b [submission FPkN08O3gTJKpgPVsI0s] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CXK678: Test_1 [submission JmTStlDf3mKrGLzBqcwx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hao Tian: delta_only [submission uKIeWC57Jolpj2CHyi9W] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Josex2: target-ratio-transfer [submission YXXi3bIhsqnINz0mKimG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: pop: thicket [submission WCZSlnndOSPK6ID4cK6j] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Nikolas Kalavros: Orion-K562 v6 [submission v5NXAcuFWd89llFmcmZu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rafael: H040 multi-atlas moment-emitter RMS0.15 ABC [submission 45U6vVIlecQtjKXKWS34] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: βίος: aqua-e006-source-rank-20260914 [submission uhhjcdP00SmlrR9icxo1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: deren xu: top800_energy_matched_calibrated_v1 [submission oR0cd5J9XynpScvo9wn6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mengli Zhang: vcc-mz-16 [submission hX7fP0ig0JA6qssNIdqd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xitai Liu: v5F3FullMask50K5-20260919-1423 [submission bu49XuOArHSf6H9BPSCl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ld: cuecell-6 [submission xfMcozUURNSHAUoZ3eKc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Agon: xa3-abst-gamma1.0 [submission kvpn73WxvW57CYcQyzRW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yu zihan: YZ-Response-Latent-Cove [submission rd4lgr22kabgKPds8lPu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Anusree Jayakrishnan: TH2C-SourceResidual-v0.3 [submission 8fG9uFwjoT0X3nru7MEi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: No.89757: candidate_0917b [submission ExOc9mnOWYCclhjywVEE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yusuke: model-015 [submission muFWem1hiUu16Y1eISlA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cyan Ding: xline evidence gate z0=5 p=4 (K562+HCT116+HEK293T), anchored sampler [submission gkxThPb2u6opHMJfVOqc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xiaodui: V15-ExprTail-k7000-t050-g275-20260914 [submission UqvOtaVmQfXDwr64AWyT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mariusz Walkiewicz: Mackenzie Collie [submission QptQx4j7qXI2vZUhWJ23] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: biophysiq: K562-HEK empirical allocation v1 [submission LcsAG8JCQU8oDb9R5GPX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Leo: (STACK+ccfa1ee7) [submission eTUlW3tmkJJzVdl57xNP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: deFunc: deFunc v3 [submission UJBjxvwCNxtrGTu2OmkJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qi Chen: abl-amp10 [submission qHujNFa9mAv4jGcgerAN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VarnaOps: scfm-nb-v1 [submission eZBtnrrqiUChvWZPZZTc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 武加宁 武: m9110 [submission edcitFIzcqTmp1m146qc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yifan SONG: E_primary_v12 [submission fiLQBFPixQUjBgLr9Wvn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Le Li: v5F2NativeK5FT-20260919-0535 [submission rKgclGQnyOCs4f42yukW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: César Payán: H1-Replogle Multinomial 0.50 [submission ih7EfwRUe2CK9Wgheqrb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Haowei Xu: replogle-full-axis-geometry [submission cdmZwzrNNywMTeKJm0on] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Littletree: control expression baseline [submission oSFiMPMAygIgFJ6VPktP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cute Bo: KillCell v0.2 [submission bJbdQo4EsUAmk1OPcD5c] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhiyuan Gong: abl-pc200k-r2 [submission CEphHE7V4cOVcnZJEQe0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dr.Copper: DrCopper-V2 [submission wKhrn5gUg9Pd1DTuL2Dy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Danilo Lapegna - DL Solutions: DLHAL Probe K562 Even A0.75 20260825 [submission rCFVDvOaLDGUkmX8PnNe] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Raagavalli Karumanchi: Replogle CRISPRi Transfer v1 [submission xYCuQO3hJQt9fLwoY41U] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ChaoticNeutral: state34k-esmc600m-frozen-wide-head2000-s64-v1 [submission mUr95lxP9ZGghjoRAt0K] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Daniel Murray: SourceEvidence-Prior-04 [submission TTW72jvhc54qtFwRQFyN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yuanhao Li: v20260918-effect-hardthreshold-0.02-abc-v001 [submission wq4VLVMNynhJrUWXqKIK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Michael Timbs: 2026-09-17-known-target-reading [submission RrM2vbed3H7LOGCv2p6A] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CCCC: test-c9-cr3 [submission AFiCYuXue75nTQ7HncE4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: newlife: NewLife-41 [submission KVQ48pSOhAo41FHHNsv8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SpotCell: LUCA-V17 [submission hydRM8tW7aMEPD8pBPuC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: mingzhou jiang: sein v0.2-counts [submission 6za9KnOWbbfCMCj07MaY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kaiyuan Guo: KV_D58 [submission e3nBVcZVDcp2PphF8WTs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ahmet Dedeler: the fax machine joined a book club [submission XheAZVzpkYmU3zQzrWlv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Radosław Czajkowski: S6 corr-weighted blend amp3.2 + target KD [submission AhPe2YZrYrJfMHMxl17Z] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HY H: hh-v18 [submission GfKlvwz5WTEMYlK7cmBB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 下xue天: all7_trig_f1_20260915 [submission rMJ3gfpfBkeqt24Pd9iL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Latent is all you need: prediction_v3 [submission UyjENFnLfpDTH1AwXPlG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kai zhang2: 26-kz-15 [submission YybADYB3qWaCN9hLZsuK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Heisenberg: v54 [submission CNLhDrJD1csDHrzo5rlu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VCForge: new_line_1 [submission o4J3KC051yctekEyoOZr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jinming Li: B0 guide-balanced NTC resample 2026-09-05 [submission wwMWaEmL2eTqycqEZDzi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 郭润楠 郭: m9050 [submission ZEGKEruCZnlxKkZnssqn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Plan A: v6.0.0-blend-kolf-scale135 [submission vEnkP1NQOLjCahfxCPIj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sentinal4D: trained cross-context model: learn [submission r9nTGuYTAkWWOLes4ws5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: maixi li: v11 [submission ka5Z7qDM7hSlccLPc950] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: huanglinn: submit [submission FG1LKsbzNx9lC1seEz6N] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XRW: run-0919-b [submission Or26DcCxQroOQnNymoF3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wuhan Zhang: AnonymousJointResponse-KOLF-HGB13-v81 [submission B8uhv6ao4sgjVeqgB1Mc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jingwen: pipeline-baseline-v0-top512-pseudobulk [submission Qo7pT5ItgP6lLCMwWQwR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Botai FZ: botai [submission d6xS0ZvBXGBoZNK7zSmc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 猪猪侠: try [submission zkZYR9NlI5JZwz4qgzuO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: abobo: V15 [submission N8871kkEJpVUaGiuMkrl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Simon Yu: CF-ML-transfer-s1-rerun [submission 8NM7MaQGtNp5E2Ho5xPv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Fuh: m3_e13_psgrn_hybrid [submission cV12bh4oQMQ6ch3tnyli] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xD: b15 [submission gx5ZU71U5p5mhPvEs7Ar] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: junyan Bu: STATE ST paired-delta 8000 calibrated v1 [submission gYEStm0zBNYwi9cfCu5R] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xuan xiao: STATE frozen fallback baseline 20260918 [submission L11HGfhfp2YsWaMSMxKo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Donghwa Kim: pipette_v4_consensus_signed [submission DGSEh9hTRGbtvgbMAlLA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Weijing Zhao: model-20260915-0715 [submission uGyaUob8HTi909CAR7ih] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xie changjun: m9000 [submission mxLBG7T3ERhalQbBswSC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Labacc: bioM-S18-EQFAM-F15-K3 [submission fJCXAigPfML8MHclDg9w] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DDDC: B0 Context-Control Resampling [submission HWLsGSmXaSF4GkQOtBG1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xiaoyan chen: TT Bio [submission 0uFU0ccqEDw6SMvIzAjF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ElNino: mix_big13_L2s_a05 [submission MWQDzGH6SsFNVxvWmOXs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Albina Nikiforova: vcc-effect-no-change-20260828 [submission YvH3Y5zUh6ZC0Zqg5yMo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ants cell: b16 hybrid v2 a015 b020 [submission yMeAJ76C7JhVF3SsPyba] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: lixiaoxi: fenghouqimenv1 [submission 6jQXMOSsFk1MtHFJXE2B] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: JHL: 0001 [submission NgppoNtPYOx5E8KP631l] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lu Li: E011_P1v2_A_ZhuRest_raw_a1 [submission jSBY9JAN9sjcwOf7H0Sx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mona Liangyi: vcc26-s1-uncertainty-20260918T072102Z [submission 0hoMdIqHMdbPevm1WRXM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shihao Xu: Blend1.21J_LargerJoint50 S50 signed-DE gate [submission 8OusXZxr5h66vRpyo1XU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: chvipdata: candidate_227 [submission ADMLpXLTErmYrhWqeLtm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Emmett Bicker: wiener-global-v6 [submission JcaV2gFWAllLgaZSOyRY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Advaita Labs: E_primary_v4_cd4 [submission puFqG6j9MoWVEbtPT1La] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: shuheng zhao: dlretrieval_A_consensus [submission 3nBBSDkE0zAYznqfxqRm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: chenlab-aivc: mafuse-cd4-s035 [submission x1GOXS6xQYwS4AqDfBFP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TvT: Control Mean Baseline 2026-08-24 [submission D4qNgeT7p554os7xChmK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: WCG: r56-BC-cd4-0.30 [submission 83Yc1MQDAWAKRKRVCMF6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hanyang Du: CellFlow-full300-20k [submission OwsxEz36ytpKlHRoa9eu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yulan Fei: aqua-e009-cosine-rebase-cont-20260914 [submission i9nvF5JlQzElVKqpVhX7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: chenkbio: test-ens0 [submission 6lcfwCu2wLZq5Y2UmEn0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: nailong king: nailong [submission 1kavtqSHt3yvUQP6tnNb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AHA: state-b5k-observed-control-prior-v2 [submission GaDBXThQDnNhstumRhRn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bbdino _cell: fv3-direct-round-0918 [submission ks0BCHh78hOONEbhetsE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AGI: Public H1 50-50 Blend Reproduction [submission seAN8YvBV7G5yQ1a8Mwc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Arinze: cello-v4-simplecounts [submission ZOcXiyb6FuoXPqKX8rXB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: aaaaaaa: S001_knn_v0 [submission nBpKReE2Zxa60e5Tmig7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Doufen: blend-destmemb-sclong [submission 5ZA7eYliXuqKxooKB5y7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wang Yuhang: Xiexiu-v2-KOLF-20260915 [submission Tm8JlyulyIYnYebJZ9sq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CCSC: basis-v14 [submission DZwiGi8wQKGJ01LtdNWO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: EYoung: PCA Model Alpha025 [submission 6hJj6BJlkrwZJjDYASdh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YR Liu: S6 (current best): GWPS K562 genome-wide source, 272/300 panel coverage + Jurkat for the 28 uncovered [submission ZPLnSzpxlAKvTirYP8tV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: shihuan Luo: causalvcc-hct116-auxiliary [submission ZeeuGYOoDhdpcGbt3MIp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: LME: Model-v11.1-ArcState-AdaptiveGating [submission M9DkSYMrvCMqlp2lbfRX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CellWM: CellWM-46 [submission VNWMOULGmPeDSpcDKM4q] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Deep: m16 [submission Hnn4xt4RSFMFRLscxlNj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dumpy: Dumpy_Model1_StableBlend_TargetGate [submission OAIUDVFH9JlNkUMSDGRz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Thomas Hu: string_knn9 [submission Qc9VbuQbONZK9CubwKd3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sepehr Sohrabpour: sx17 [submission A6S0bqS9noLrNqq3br8D] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Max: GWPS frozen residual half0.5 seed0 [submission j84GCDjaOKiI4bLRtSlV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hopeyourich: hope03 [submission wtU1NGafLcVjgiSM8nSo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: K: VCC26-Retrieval-v1 [submission 77XaRwQS50UKptL9kvU6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: mfa: control-resample-20260916 [submission BFHUzkR0GoWY7wBFOOgP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: vinraja: run-008 [submission 1Q9Of7tVNget8r3crncD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: LAP: Mixed Model [submission V13DSpEVmlRffebnNFpT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ox coming: transpert unshrunk pw0.5 m0.0898 [submission asT16iuxJgjNkMiaeXU8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wayne Wang: B0-control-identity-v1 [submission 4NOjkU3u4DOWKwgDhLqw] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Anton Thieme: entry-09 [submission rgr528rGgibLzOy6QUo1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gennaro Devincenzis: stage1-meanshift-baseline [submission LEiiRJAfS5b3eWlUOMvM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yiquan Wang: wyqmath [submission a4h4Ai881bJiLPSt9Qn4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chong: 04 phi lora diverse controls [submission eFv1XdCYXIrISuW17z2s] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Krzysztof Krakowiak: ASHRINK-G080 [submission QzVr20JqZ4AQ0z3nP3sT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xinyu Liu: GO Top-1 KNN DeltaX (pairwise match 0.18) [submission r2k64GHJgKYHBfwCIYo5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CW100: RF2 [submission qPOgzTszNhNcAo7ih8cd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kuangqin Chen: pipeline-test [submission iqY5UcnJkeCZBtG3JnXX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hiroyuki Odake: slate-meadow [submission eDCyX0cm32TswcK0fLwl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sabik (Eta Ophiuchi): MHVCC_26_0918_24 [submission KqQVmLFSxW5g6zuTyq9X] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Qingyang Ren: v8 hybrid: v7 base + confident-core k562 injection [submission fOxcqKCjWtZazgwzz9By] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 林克da魔王: 西诺克斯0914e [submission cvQxAQTzGKs2JzEZVnyI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hlu: s10 [submission CM39BIm5lbFKpc4JAn8I] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Watermelon: kolf-source-test [submission EMdhx57xEoGsOy4WvyrO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hope: v5.0.0-m8-retrieval-s105-5seed [submission 6erUVaF7TPeSTQYZopJU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wenyi zhao: esm2-ensemble3-v3 [submission 5vhFlQaRSP2SoKQpylwd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: The Jungtion: base_protein_sim_v1 [submission HkieegIzEQHiZtEajV3M] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: huhuhu: (STACK+56b37fcf) [submission bKq6MO52YbmMjJe45Q3q] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Vivian Xu: run_2026_10 [submission xSPuTDgYQI7A705jZoCh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: （番茄学术高武，你管这叫天坑专业）: CPCF-S16-TransferGate [submission ZJ4RUXb1L6w9flNz47EW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: M5Lab: knn-transfer-v1 [submission Ba03sDojel5iG2i7ZN9J] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: fangyi chen chen: abl-cs15 [submission jMmNArH8jiZx0dsRiO4q] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jc: alpha25_seed4_balancedmean_lowm075_B32_riskpool1024_v1 [submission Qyz9GKFrRCettu4mqAWa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: WingFoiler: random baseline v2 [submission xSb8YLmkHrCIi4CU72Uj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yuzhu Shi: Bamboo [submission Lptu3jVl7p6Eim0xg2N9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ren Jiangling: v66 v31 sampling-seed9999 [submission CkMzt7VBkOdvUVEpZEKH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shengzhi Chen: test [submission 3JJhKoB1miai6xml5Nfa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YAWENG FENG: dlm15_s025 [submission RpqkiES2B59o4ytb3BcM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YuFei ZHAN: STATE stochastic 20k best [submission 1W4RSxiOjVJFf5TrMCxI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yixuan Hu: M0 control-only bootstrap baseline (no delta) [submission 2G1OOIhflBtqvYEcNENA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CarlosVM: cvm-v14 [submission zKh04tHJisBW2PCyXg0R] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Luận Lương Văn: random-sample-test [submission kEgY29EROgqLpSYvotgk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kosh: DonorTransport-q025-v2 [submission PTqm3nO3775kG5Fw9gp4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HBBWS: ridge-uniform-v1 [submission I5dshW53LoFTjgTliH4g] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: haojie Wang: 0910v3-alpha05 [submission sJltAVursWwqybJSlYKj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zhiqing qin: sample36 [submission uRTPPEmiqYcQJL6zGM3W] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Astra Fable: vcczero-R3-round1 [submission jYnkfNBsdHb12iydGEtE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hya: sample36 [submission W3pwQtg9mGyjmovVhP5x] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hopkin Jiang: sample36 [submission QrgYSZNKuoTRE1WTsfOm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: isee: Baseline13 [submission eULQD58wjgNNf4HDgGxK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Visming Tech: VT-M18 [submission gYx0oeGfY4mwQNCEaElc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chandana Prakashmurthy: X-Atlas HCT116: A=gwps+xatlas(28), B/C=xatlas [submission 7feVwiRIz1W35zjNPHjZ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jaewon yi: lfc-transfer-exact-gwps3-tau05-str025-sc1 [submission aCDqjap6D4fikIMnKcvl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lingkuan Meng: gram-whiten a0.25 + gamma 1.4 [submission WYjtOKA7FNN6ph4FMZhX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Steele: selector_moe_top1_g075_selfm11p75_fullnnz [submission t6TuKdqbE69B41U19nSD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yl: V2 MultiContext Pseudobulk LowRank [submission q1KC5hNLT7ntZxMPk8rv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: vgrozd: Baseline knockdown benchmark 1 [submission o6VzzJ8y8T6xMGCbTfGS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Robert Crawford: pcp-modeled-response-20260914 [submission uuzFhjeCBkFMjwGoe7Cy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 王爱媛: XX2 [submission dCwf1c99o9WYO2wujqHQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Tesorai: h_panel_sparse [submission ocTngDOUNDxr7n7eJRRR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 王子木: G1192 identity-preserving repair [submission QLcgvhDPU8at3lZgCNPf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 灿欣 卢: m9070 [submission FdHpyPCrvoPSTxsXH05m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Starks of Winterfell: The north remembers [submission djirGh3SKN4DT2XyHD8f] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Srikanth Chandar: altest [submission 7DRhwtHFFCxDS4IiYrVq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XiangChun Wang: TxPert-xcell-GAT-public-checkpoint-v1 [submission Qg5Wju7HSbKkoAKOKWTW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Amy: phase2 v9: scale=2.5, soft-width=2.0, pooled K562+H1, NB emission [submission xkJSPCrdDoHGTSNCTlib] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: vcc: atlas_transfer_7src [submission PVIJkoM21qF1YO5aMJCT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 小桥细胞养殖基地: STATE VCC300 shared-batch effect best step48194 [submission PFU7VZnT7cPdtUtKTyRA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yusif Mukhtarov: Fusion v6 whitened + calibrated emission [submission pXs95SfP6glQWPL0BoIP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PerturbCell造物者小队: m8020 [submission ZmbWDdfIKdfGETLQejwb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Apex Cytosquad: S-v3-arch1 [submission zsSLc5u7L9erVqQ6aNUk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kavya Manjula Gurubasavaiah: K562 transfer, scale 3 [submission bahVWBBkB4qEe496QN6y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Tianyu Zhang: c2x_replogle_gwps_transfer_v1 [submission 0ZKopyV9poXToUsftHEF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Heesun Choi: Run-026 [submission m9HtrJJUcJHzHjLMJKKm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jinge wu: aspen_45 [submission zQrVDt8gtKBHtH1naeUO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ShiLab: GEARS K562 context v2 [submission fcfKvWpKGLMK0z9S4fca] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MA Zonghao: Mars_AI_CityU [submission gP1ixjHI9cpo7iFFJAkc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shehab Anwer: v4-clip2-restore [submission cM757XEzeyOW8h7BIZ4B] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jonny: pu0x37 [submission vhJ0XVLE3WAcpxsl70cX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yixuan Weng: Context uncertainty SER-RE 20260908 [submission 01CtUEjmLym8XWrEnCeT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SQ W: sq-0919a [submission SK9gfiBRgTSo1RcXSy9Y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: OrgLab: scPLAD-DRDD completion a0.5 top3000 [submission i7SOBcJkCL8huFWOqZ4f] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: gogogo go: pc1_b020_a125 [submission Rfpn8SpxkbfkYKhPB7Hr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kinney John: model123531 [submission IvpNYMJ5ntMffhfSfcDJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mykola Kolesnykov: TAYA-10 [submission CvgUwzAhrP2qSiGjz9P9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Minyeong Lee: BP-ratio-full001 [submission r8BAxJR8tmIccFrZDWnt] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jiyang: J-18 [submission Iwv8rt4zM5TCCrkGhd8r] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Apex: STAT-DECODE-replica-K562only-6K-disp10-amp05 [submission RWsXALqqKv9ajrOSWwqE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kingcrocodil: variantG [submission bQrYxYm561TCTN7jbIC8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: just_student_number_99: mean-delta a1.0 + knockdown [submission PQ4YZDiiwdt8zaQ8bxAD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TheRealCompBioTeam: Plan C v1: K562-gwps cross-line CRISPRi signature transfer, delta-scale 0.7, no DE gating [submission QWeH9acgyiqwKeI8hU3V] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XiaoEn Yang: v67 seed888 ps1.4 [submission HDR4pQxSacvlyBlYGMmb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zheng Gao1022: V83 top75 a035 on V67 (R323) [submission TxKerxL3JByooSAgFqsy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Uiyun Kim: p-dart [submission uXMo0GAVbvEt23vNQwVN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: rogi: test3 [submission ZB2emDhpnTo6pBFdR2zp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xinyu Guo: xg-05-eb1 [submission CzvrGMLdtB0UtbjviN7m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Null-to-Cell: m0918a [submission u2MMaChop9DM3fjqkS7z] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 细胞解码: control+coex0.4+targetKD(full) [submission 5bTb7nnS4brhmLmkWVfl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BrianGriffin: r23bebe6 [submission NeUC33CCOjexABQWAAJM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: simple_is_beautiful: 0918_v2 [submission pWSHYq7mvr7lti7AC42L] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zizhang Li: baseline-v2 [submission 4L4PhmPAGbr8uahG4KPj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Changmin Bae: m-69fa8ae85638f6f7004c [submission CFxsiEsEelnfzgDc3RYz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: JianChi Mei: run-38 [submission uFs8mt9d1LcG4f82F9s2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 永樟 谈: m8110 [submission CiJHyWnVw3hONalgXUpk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 为中国科技崛起而比赛: Lingshu-context-bridge-139 [submission g5HfiUv9JIpLdObVT21R] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bonjour: baseline81 Jurkat-A literature responseadd on baseline47 [submission FaDuJxvTFq1XngAgEfwJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mintao Xu: v5_stage2_top12k_amp088 [submission q637X0wY6u32xMPadf16] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: flyingfog won: FF-20260919-2 [submission mKE8KoY29Utq3HefReFq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Vu Mai: atlas-v1-repark-20260917 [submission ccv91Yj9SE0cX1mirPu9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: X-team: VC_model_v5 [submission ZTKw7vSHZO2FdRvlYsb0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DIAG: test [submission DH0pFjCjaShgUl4HgRRB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ding Yang Wang: withtheflow [submission BTrlUctJxTOhrboF54MH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Uma Sthanu: additive-k562-lfc0.4 [submission CCdJ0Nbv6rowezMPHjtn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: S.E: run-38 [submission KLISjQFvHjs3j4pvnqQi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: biggest cohort: baseline-test-v1 [submission IEXLyPvwjpxiY2lNpnJS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bear State: TxPert-Exphormer-MG-4Fold-Ensemble-Calibrated [submission y6wASilSgTT32qkAm315] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bangtoe: bangtoe-v25 [submission nIl53HsrTcDWzseF0ipd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: As their bodies, sensually yearned to be united, he kissed her, and she yielded for a few moments: Rickover v13 [submission 4Ehk3TN4FuXp3unuoDRd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Let's Try Hard: iTryHard Mk 5 [submission wvGEkX2Kvvs4nPvIBxsG] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: LTD: Onyx [submission gPGl1sl9zFsJW0w8PD8y] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jiawen Liu: M500-newrefs-CD4-K562-HCT116-HEK293T [submission t4VaUs6rPMvIa1NqbzNJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: sunny: codex-012-kolf-pooled-k562fold [submission DrYoLE6ZMTrZTCHnGVbk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HideOnBush: alptest [submission vKnd4kl82RPv0Sy6MnJj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Apex_07: replogle_mse_focused_a02 [submission lotZLpELs5YITTUaAct1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Amin Nami: co-expression sign prior, K=500 alpha=0.3 [submission DuXcxcdxS5PB9mGFfdTh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 123qwe: 20260917_175033 [submission zCGMQtDZzHwNCpL5kW1A] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Meilin Yen: scuffed baseline [submission pDqjGfyku9Bb2TxkxjwM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: em2.bio: ATHENA_2.8 [submission CIQhDIShWHXIvRPH1GSu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Weilue Luo: K562 Orion Precision Ridge - Stratified NB v1 [submission WTNnIOv462FjBOWBQCNs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hammertime: M-0007 [submission XSFWjtWpnBrqucPkwojH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YEAHSCIENCE: context-similarity-rounded-v1 [submission AcVIah8HYKzTpCTD6VOW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chaehyun Kim: Stack alpha 0.02 baseline [submission ODHTRlSdK13Qacgws4Ny] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zijian Yuan: state-sm500-mapped-baseline [submission lrvFQfguSFbiuWL52WK7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SPL: test [submission j5hYgPlZCk3DdfJSlUaX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CYH: Cyan [submission qyY62kiXQoQk12ECdoAp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Eash: Eash-R30 [submission FVqePz8Lww6EGcHRVRBp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jiabao Zhu: r6x9p3n5 [submission KT1inGxolzRpy4o9ChAg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gru: Larry-v023 [submission Gfj4Qb7CSIxdtXSWw1Gr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: YUNCHEOL SHIN: Trident 0.5 [submission S1H1uur8HQkDuVUPAc4M] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: QRD: NTC-bootstrap [submission DKxSfaEIsSKBnDfTlvQp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shuo Chen: geogron-AI-V15 [submission Jy3q4WMa6rMUY6j2AwKF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jimmy An: r62635ad [submission PPxfIvMZkeu4XqCHec8H] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: gaoyigao: XAtlas-Orion-M12B1 [submission H1Rm261J9ZeavxQS1yuD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Albert Williams: pacmon_sharpen_l50 [submission 4AOdaaKHWu9AqSOzCwSn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kareem Fareed: pipeline-test-sample [submission M4Kow9wLvXO6MSG0GPbc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: mbs: quartz-exact-reproduction-v1 [submission y6buLiDBRrbWb295x5JI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Christine Corbett Moran: coexpr_v1 [submission 9Cms2XXWZVDShLzSgsVa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Linchao He: Seen-context frozen target transfer A v1 [submission s17mcIA4GP2ma7NOSalB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sen: SN_U38 [submission C6PBBcp5mVszJgqVIhkm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: QOBRA: QOBRA-VC [submission aKwC3DwHZOIT2HMlReA8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Schrödinger:Los Gatos Hermanos: Peridot-249 [submission iUJntDyH8VVqM9jjgLRU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Parsa Khairollahi: pipeline test - random sample [submission v6h5YGJYUWloNeDlpNQi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MetaMotif: MetaMotif-M029-STATEv3-Final-Direct [submission oNXMwpwAshxYKNkRLtPa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BT: PCA512-CT-STRING-SIGNOR-NeuralGen-260911 [submission u7CaGLQW6oZEGq3RkFnS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: haoxuan Li: yhao_v3 [submission F5jaKIvwPOKoU4h1VCGC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 望有幸: PRISM v2.1 scale 0.70 [submission ArhOz4rCd5iM3rezI9HF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bofan Qian: baseline77 gene-correlation residual emitter on baseline47 [submission sFNCp189IRkhbCrOimsK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: prasad: B1 rank-8 K562 PCA [submission joiWe2dlnSRnDMDviGdS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Y150Y133: random test 7 [submission jPmU6v2twZZs1dsXqyZV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: sixuan Chen: m9090 [submission vycWpgWv1ME8ONSmDcDL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wu yl: h35 [submission 7i56MW4007Hwl5mW624z] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jurassic Park: jp-69-allrows [submission wYDDnWXbWTKx6bGjrb1A] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Apex Intelligence: state_se600m_sparse [submission Nj0XuUIdRFPoxWe5qSpc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: svm: MilkDragon V4 [submission VURZnHerRuzWOBk2jXxN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chaak Ching Tsoi: VAE2 5-cell-line CVAE gauss/mse beta1e-3 [submission aDSWEp1xWFVP5tcvKkbA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Evidoa.com: astra-e1s25-cd4A-srr-wrep3-20260916 [submission Kvt8ogeIRnE0tIbAWsbN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: WEILU LI: v6_transfer_test [submission Nky2GvVQPN0VpYklVCVa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zeng shirong: lingshu-vcc2026-cell-embed-deloss-epoch10 [submission O2K2YhYiOhoZcnLFuM4c] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: drizzle: Novaa-12 [submission Spnf2IC7hlB35hbfcOkQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cqawesome: m0922b_valpins_m03 [submission E2fqRNEv3JZyi7qX4ozM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: FlowState: baseline [submission xTxK1yUxzhFbHkxaLual] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Udi Ngethe: kytos-k015-lowrank-r256 [submission eKgWcwzfjkJAyT8vEE5i] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jessy Liu: AtlasShift rel100 cd4 0.5 BC 2:2:1 cpm1.2 [submission v6KFhMYYu9nNj9choway] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jialiang Xu: sample [submission J3okvI1OOdnU58wOcD3s] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: MikeL: prediction_boost_merge_r04 hard-merge remain0.04 champ median on-target -3.604 [submission zmkQCJKNnMij5iip6hKM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Adrià Masnou Calpe: vcc-023 [submission ZNra9KkRlkLcIbIJofSK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: RandomA: per-context weights T=0.02 [submission jhHPrj8f6EpB1RlAA7Hb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HEHE: Replogle ESM2 Top-k Retrieval [submission xWcl1hQts0S22TmPpYHK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ava Brown: cellpred-0.9.7 [submission i2IrQSByF3HJhN9n8Nlh] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xinyuan Liu: vcworld_select [submission kxTRCDWLhBnBFCPTuL1W] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jeevesh Krishna Arigala: Ripple-Immigration-1 [submission 9hmZEKVDXHEUaxyuCh7I] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yuxuan Wang: model123526 [submission MzijQJlKFNdgCPDiXgmu] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Charley: c-v34 [submission JZsf8eXN9GRXHQIsLwK1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: White: White_v6_LocalAugmentedBlend [submission EsCExkSTi9ueO7RLidwY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shaoqing Duan: model123533 [submission V7rGTyPlbAbebImmZjQr] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: T-Yang: dl_v2_real13 [submission vXns8ZoqkVuf6Gbj0FS9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: John Carlson: stacked-hybrid-mlp-tree-champd [submission dozV69DR2kurXUMegqzM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jing: rb4m1 [submission VVuWNkTukSeLlFgkyLsd] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bingzhe Jiang: p1mag [submission dnAQszyMMrzwLFxEMi8s] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Salvatore Loguercio: manysource_mag_armb15 [submission k8hdJFLHHAi5YtI0cea0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Avigyan Sinha: ministate_v3 all-pairs ckpt, pooled src, normmatch emit, ctx UNK (no de-anon prior) [submission bgAmeFwrNUfpYmO8RHgR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DanielChow: Adaptive-Shrinkage-Lookup [submission cli7Mel6pgYvw0wmzDUb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rockhopper: mdl8 [submission bdFAYAg3KrGeovBSdqDb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hw x: E1_full_axis_diagnostic_v1 [submission dlyOR4rBihTHMwCqgscQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Prot4D: C: A recipe (hct-cap15, a0.5 b1.5) + POOL2 cross-line transfer w1.0 — one factor vs entry A [submission 5h25ac6S7PFGG5BCQtaN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jiaxin hu: linear-state-depth-abundance-v1 [submission Gn1SRfWjfqvBKk6WT0Wj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: dashuai: d-0917b [submission 5y6h8P7keo9ums88o1sN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CI LUN WANG: Causal-prior gated residual v5 [submission TIurxtHmUZ3GL1O0C7aL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: bowen: V30 [submission TmBJUj4tfq73Y2mAbKj6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cell Rules: 260911_v1 [submission av8RyI6moN3PmOKDp91R] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yj zhao: StateFlow V4 joint 20260918 [submission 0mQDMxWESRfguUIHDZsT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Luotian Luo: cell-mean baseline (control mean per context) [submission npNR0n11ZRwQUrMWuvi2] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lan Shui: esm2-lowrank-r16-controlpoisson-v1 [submission 7jLs37MwSfUkywemE1ul] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xiaodong Yang: W2 Joint Residual Only [submission ccDTTf1vq5RZ6MuBLH8V] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Chenghan Jiang: CJ-fd model v1.a [submission gP26TDfwzhW5tu4rq1Sc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dan Wang: 1000T_Pretrained_RL_Loop [submission 4ku5WYxANavoJQ3lO4kJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: yunie: Model v4 [submission 1Y4rD0TXIFyOu1wbPe5o] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: test.: my model [submission 5kHeuHfBne1tym8lXWzl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xintian Mao: MODEL [submission 4n1WfCZPwIl5l5uKEPqF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CellDelta-XC: CellDelta-XC [submission D9MXOOwXz9Y7JeYEbCI7] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: aivc-test: CAST v2 sparse gated atlas [submission 4YgrE4hGn7mMTC28Dq4E] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZM: Regularized effect transfer v1 [submission v3kBW41ScYfX2kZ4KHkj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Biory: v59b-5s [submission 8GA7rZ27Ob8Bo6zBMNGp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SEELEΔ/00: STATE-ContextCal-Wide0075-0910-r2 [submission YBezod0tVVrdufwXmZd0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: mito XU: v5_context_aware_best [submission RPSnIoWkdDohuFDEql37] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ethan Liu: context-h1-gated-v72 [submission xP0fHhTgoSjaHXoaC3vB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xiao Sun: abl-w1113-r2 [submission fXP1IemUrg1o3NbCOwF3] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Reilly Lab: vcc-91068e6b [submission 22weXrKizG93xBqb1HzU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: To infinity and beyond: context-routed-v1 [submission dt3ZoUPMAilkNYFZSYOR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HuYefan: metric-hacker-v80-power2-pds [submission UoMY1kXIx3NJjFXMOmgW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wei-Li-Lab: full_mc_v3 (STATE, 10-dataset broad-diversity retrain) -- pure baseline, no transfer/gain/calib blending [submission clSbAomfXIQkWVB7H73m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: dh: aqua-e009-learned-rebase-round-20260914 [submission 4PodieGr8rcqaU9Latu1] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 思凯 黄: prism-v3f-fixedlib: 3-source transfer (K562/RPE1/HepG2) + NB counts - frozen best config, resubmit for final-round baseline [submission MnO3IDqAlf5DSMetLMoF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: DangerouslyFree: daily_20260913_official_2 [submission Cy4kvppSOgN7uAm7vX97] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CSBL2: v53 [submission jnYYfbr9suOJBOHw5HdC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhang NUUU: abl-w1224 [submission eZyXPujEuvjDDfH63DhW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sam Duan: sd-er3 [submission LOYLzPuJs8PcShQ8bPsg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Prash Singh: pipeline-smoke-test [submission CDnRSUL8h7VM5J4hQKoo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Y-Lab: context_response_r0_family_equal_v1 [submission rJEIkZGNesCE6RoS3SnJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NTI-InCo: kestrel-1 [submission uzRuOpvceoaWJFWC6rmA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Logan: ln-23 [submission NCU16gJWejcQt54zduWa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: renhua: Caliburnus V1 [submission IBbMuwZElvnfke61e4cA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Happy: occam combo dcos0.1+dpri16 s42 essh1 ep7 cal+cdel+a0.1 nb50k exactcolsum [submission GYJu5EOwKjHMDV39W1DF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: luka: cosine-only-original-k562-h1-a055-v1 [submission vc0tfljv3Jtv6FGCBSx4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 邱晨: scBIG VCC2026 H1+Jiang HVG5807 K64 M16 [submission R9QjwX7fRXd7QE70yaTf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Res: SparseTransplant_K1000_20260916 [submission bFK6yJMSAvV53jDNasaN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AIplz: M6.1.1 [submission rlU43jzay66Ns2qgPP6V] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PRIB AI: Empirical Context Model v1 [submission 2xq4lmeHd1FikNQsg3v6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Huang Chen: m9040 [submission aqBMs2HKXjcyVS4ldGxx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Patheia: Cell Papa [submission wCqEXUjZj1IH9XUWgzaV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NotToday: v3b-whatever [submission S4Fuy2gcSsr8pPPXV42P] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: HAJIMI123: v20260918-effect-hardthreshold-0.005-abc-v001 [submission eyFOzB040zcLxOHVz5wR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lumos: gwps majority k20 [submission nZI4St5NsK7z5uucsfF6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: enough1: enough1-v28-orion-bc [submission ftQiY83yMa2Zm29LYiOM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yongfeng Zhao: gwps_raw_v1 [submission z2aJqeHif7hM4SNmfOqE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ura-silly Goose: s10-colexact [submission 1Xb0t66UjpYk0KNzyi8M] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cloudberry: v007b: v005d recipe (2x GBM no-HEK293T, top-3000, floor 0.25) with exact-pseudobulk matched emission [submission uU7xKVGMsk7y9WcQcVVB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zi Yan: m9100 [submission UBfPGTOi65tcTJT6WSd4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Equilateral Labs: mlp-measured-x2 [submission WVr8Bh8FWB59QC2tZLmz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: TigaCell: Complete-DERefine v1 A1: frozen 0.1557 backbone + family rank-consensus direction (non-learning) + signed 2x2 integer swaps [submission owdfa5GU3fAKfAm3g3Px] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: tktkymym: e34-state [submission hbCaKmH9vN7nw2BLCrJq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ym liang: YM_T86 [submission no1DtVUPFoIxbzWG3MMy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ruiqi Lyu: xline_v1_v6 [submission E9mG0tozN4m47Uihujit] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Genisight: wkd-rank s6 [submission huJkoWj873QNfjwfAd5C] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mark Hammond: mech-v1 [submission ZVoZH2KyvENxIFtQdkiD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PenguinCell: alpha25_lowm075_B32_seed4_riskpool2048_loss1024_null_v1 [submission xMFClEwvpOheCLCPrjxF] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AI PING QI: gwps_spec_a1_v1 [submission MKLLD8vo9vPrZNWyxdjs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: scVCxb: scVCxb-GWPS-XAtlas-Tian-support5000-exact-preserve-20260830 [submission rYOWEPREhK3P9ovCTXxT] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: I'm top1: baseline72 source-trained DE membership rank on baseline47 [submission wKptOXtdOXaAC2yO43yU] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: V5: fus30c07 [submission rLvZexcqdSM8cxxwxJAq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NSK: learned_monotone_rule_scale030_cpm5_retry [submission Qh20lzSwFV4pWgQK10WR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bio_NUDT: m2200hold [submission 3zcmziYgiyuXpp3pcliS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Genshin NB: r6-alpha22-single-factor-probe [submission xr7NXBcC1DxnQRUlXf9B] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Garrrbage: --- [submission FLR83aZdJ5A3RGaEKnBX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yifang Zhang: M2 static B4 transfer (C.2 MAIN, expected_int) [submission WOWLFHbs5qs4ShUdZZT0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SpaceTrek: Paired-response-analog-v1 [submission LQXzJBHdu05ABYIiMCep] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Genomic Intelligence: Biomni v1 GENA-LM [submission E69JdmF9vgqt6LP4ptd0] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: KUBIG: Orion HCT116 only, gemma3 2.26B, 48k steps, H1 val [submission prkpI0muVnLY925ELocQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bingyi Zhao: Context-conditioned validation model v2 [submission w5bdag5VTN2vdNUEcCeN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jianhua Wang: protein-coexpression-confidence-responder-v4 [submission jtxVXhB0caENPva952tL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: phillipnicol: Model 1.0 [submission P0RuesS9KXSsjc7FaSt4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: l---y: PB50k-EqualMean-IPF-0918 [submission KoZr7wr1ECeGtbWMGbrx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Alpha: statistical model: co-expression network + CRISPRi propagation [submission VkzdzYsPPsGXt6RljS33] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: San Mu: 30 [submission JK11KkOdivqcL1bvwWVK] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Hiraku: demo0 [submission 6vrF1eeQoiRlVJcofPJw] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 雨瑄 孙: m9080 [submission 199TqqZNe9bUMySJlmWl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: GREAT: Delta-Half-Probe [submission dJC34RI34ccPpjIkTTgg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 11111: baseline-se-g4000-wide-v1 [submission PPNNClxdmj11ab6BchDA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZenChaos: stack-zeroshot-ratio [submission bhEEyIrh9QBlUf1IPpHl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wyf wyf: ctx-pair [submission FYDt4RlVxmig0bvJigO5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wei xing: slim-r-crossline-dl-v1 [submission cCoEqKgZY0cra5Hn5zyy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CSBL: cellot_sched_20260918_sat2_c71_full_anchor_gain18_20260916 [submission qvmRyKq84PLCkrtojOfc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xiangyu: GenePert v1.1 Jurkat Dropout [submission NjPa8raI4oPgNZqaBxPV] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Liu Zhiyuan: H58 H53 plus Zhu signature augmentation [submission XkEDQS0znPGOYrKPop3E] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xiaoning Lin: AtlasFamily-MeanLock-v5 [submission nsuXs87XhjcDO1eOJl6J] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Moonshot: vc_model_09 [submission 0k3l3kC2cXSavqHziOKW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CytoAlphaThoughts: CY_V71 [submission zZdLSpSD3BySRl4YgG32] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: EverycellEverywhere: delta_lookup lambda=1 + stochastic rounding (H1 +0.1857, RPE1 +0.1148) [submission saZaVwHgqYMJzK97keUy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cccccc: extpert-mlp-v1 [submission ooM3L3CzauqcnNSjq4xH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: sian: multiplicative-kNN-perturbed-mean-hybrid [submission rXHadwlb57zerAMig4U6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xi cheng: m9010 [submission GO0TCpDRtqyNs9XRtgam] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xiansu Nie: zhongshan_scmodel_v4-arch-raw-mask [submission duKE331oRVZHqpZQDpXa] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: PLUMS: r610186 [submission 3XegkIKSS3vhwgPeE75W] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Shuyan: shuyan [submission 2jSYliBw7w212gknuCSM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NiuLai: AtlasShift rank77 ABC 20260917 [submission 9Y5xxS8Y8SQ3wzEtnF6K] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xinyu zhang: NativeTransfer-10 [submission 00DrCAMfwxxYML3lW1yD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: πAI-Lab: z-4 [submission l7vf1Hh1biZW39dI6CuP] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Sinne Xing: MLP + rank-32 head, context-tuned [submission 7afqC6OqpJv0EuRvxJaO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: li wenxin: attn+sw60 (S1) a0.8 [submission 3AR9JYiAblrfchCJrnlo] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hacking: W2 COMPASS Residual Only [submission Cg83tcR1v8jEm2JzfEgm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Soham Samanta: run-a614 [submission lzr2yt81m2NYjfDV5w7U] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: OmicsMan: R72_BudgetGated [submission aOXk0huJaVuEo8t7Ad3I] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: qxd: xdfg0906 [submission 83B932fjCUXycYjzFgTs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yazi Li: DeSCOPE-2 [submission sJ6RmD9kZErwJmahBM1x] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Amadeu Zou: BioFlow-ls [submission y7L4yROimWSkzNUDbSC4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Malthe Louis Weisdorf: TriModel-MultiAtlas-Replogle-v4 [submission Gkthcw6QGLikvbv6sczA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rafał P: dummy [submission kpRUx5bl9iqMBYlo7BC9] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: AIgnite: vcc2026 permb50 blended denoise+sharpen + rank refinement [submission mQvFfipPQtPAYGzfYxhJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: penguin: VCC2026_BASELINE_HISTORICAL_REPLAY [submission erfaOcsGB5CHwgpa3SXQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mengran Li: g68-histcal-e0fix-alpha4726 [submission ntJYFexuaBJ4QCkH6IxJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Immovable Myhal Rock: n42 [submission fMFZm3TBnUBN3JrNEcyB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jake: K562Delta scale=1.0 n_de=2000 (matched-path calibration) [submission 4j8nWE68KB01qk3fYepI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: arrrhh: linear_ridge 2026 [submission 2bKLyaY2cpLBZpnlN3JE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Aginglab.com: GeroAI_v66 [submission QJFFlTbn5AzF8329s35v] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hachimi: B0 validation floor r1 [submission zUAUFKvHnUBKrf51wJ6S] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 404_NO_FOUND: C2 GenePT kNN beta0.5 [submission YVtXCz5vytHO1EnIyTMJ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NWPU: jiang-direct40-v8 [submission H5FfFke1PyH2wUVCBvV5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 刘霞: LX [submission UyZ2xED5CrPw2ZHeiijQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: li wang: v20260917b [submission T26Jk7oN06WHRv95ssym] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: mw: ctrl-resample + Replogle K562 LFC transfer [submission XyO7jFujRSgUcj5F7MDn] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Crispy AI: AX03 frozen AE32 residual MLP [submission hLbE5hGTJmUHFnu4SgAI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Gliese LU: atlas-transfer-4source-adaptive [submission RfDvhR9XNKi2VUfNJjZ4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NiuCome: tier8: 3-source shrinkage, gain 6.4, exact-mean decode [submission oxJTS4zYECBKZ28BJ7kM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ACells: model_0010: model_0010: per-context sources (A=base3, B/C=+h1) [submission UAX95YHNUl5ecVLN5Msb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yanming Gan: K562 transfer alpha0.7, pinned pseudobulk [submission pZOKWqhmPMjubm4gRPnc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ameet more: per-context-singleline-v6 [submission VHLMJm9jO3GqYRAgVBSv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Nirvana42: ntc-copy-v1 [submission AD7KtS3CmqkETuXz5hCk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: BioCai: scgpt [submission Uu4ZCwVB7izl762N4Yhf] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kerai: fold-change base (kappa=0.1) on K562-gwps same-gene delta, 272/300 covered, multinomial render at empirical library sizes [submission PeEZ5YW4aJ7GpPt4sUUs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yanmuzeee: m-20260916-02 [submission EFMbiAjmu50QAHcmgcUg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Anagha Iyer: Arm1 coverage: top_k=5000 (was 700), K=100 alpha=0.35 gamma=0.5 f=0.15 k_sigma=0 sign=+1 [submission 18dfSqFjGZ8uL03dAiZI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: qifenzui: retrieval-csr-round-top300 [submission 6YO4rBqgjGFYQ4R0dUJc] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: CellMind Collective: LOOFactor-r5-v1 [submission sUKb4H23z8pf8Yvpc83z] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: fan li: FL.Atlas.Fifth.Harbor [submission nxAMk2y0LACfEXW3XgGm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Egg tart: dan ta v5 [submission KqYjMnYJZogmOWZvEvP5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Kai Song: m9030 [submission tky7fEKDfgNKUV5N0bqO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xia Xiaoqiong: H1 mean-effect transfer alpha 0.5 seed 2026 [submission y5h0HaPGvxNMQNC7992H] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Khanh Nguyen: Arc-STATE-baseline-v1 [submission jACV1avJMLtZvNBU61Uj] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: nanobot: ox-V17 [submission Z5SymzziHDxUCH4BKnpb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: gcAI: TVI-v1 [submission ugFy00Olo4fe1gUGunyi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Nathan LaPierre: v6 [submission oWOiUsRh8r3YOw7mwfti] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ----: pure retrieval scale 1.0 znorm [submission zQXZIuOdtGVmqBp1jhin] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: geneFlow: geneFlow B4 [submission XgRlNyjF50S5WEcizHdi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Team VCL-318: best0707 [submission pwC4J0Mi9a748pGxnEdl] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Ling Zhang: ratka5ca [submission bOeyzYI0nGBVRciKbmzI] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zhi yang2: palcstm-v69 [submission Or8mHXQMSBfn8osMg6GY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SimpleCellNYC: scv23a [submission HpJTp6HYWb9GgoVwlUvC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: myz: CCB [submission KX4ME4WX6usoueaN8s5e] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Renuka Bellad: mb [submission iW2EoQapHVfcMkdx0RAp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wenbo Zhang: B0_control_bootstrap_s17_v1 [submission 0vCaDj5uaucCmsv4g7Hs] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: qikun zhao: TabICL-XAtlas-Residual-v1 [submission P948ZvXxF1XqcmHR1kPy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Dadhich: coexp toy-model: per-context co-expression from own control cells [submission nCJYCfD6qJT0zxOyUTEi] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jongwon Im: Stack MDM5 Orion282 / original v2_18 [submission IPbpbiYetZmEEp1TwW6N] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: cellico.bio: cloudmer-nochange-context-v1 [submission xNnS2Q7NA7moh3aM6iOY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: jhtao: C-KOLF Dose 0.667 2026-09-18 [submission WSE5zE5Dm1ht8sfiN43u] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Haystack: GSA-044-PHF8-W080 [submission tRtn7yCyw0hyztBttBoB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Mingyu Wang: Cross-context ReLU+diag recovery v1 [submission FsxlXgk7g1kpM1tstixM] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: SNU_LCDD: ml-hgnc-target-s42 [submission 16EoYnnDBQUcFE4ZNSxx] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Register: vcc sample pipeline test [submission 7FMi0Wg1SnEJrDOMJ4qm] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: xianqing wang: H1-K562-KOLF statistical transfer baseline [submission CDRDh23fqNQLNxMVciN8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: zlanta: target-only [submission G339LL0FiionSYLoxPEN] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: 毅 张: pipeline test [submission 5AwxqQ8BVUeXIjmZMHF6] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ccaae: s57 [submission pocrtqKYqEnt7vQsZ1aB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Zhijian Li: base line v2 [submission rjUhs2EGxZDxW5a9f283] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yaoyun Zhang: bm-trial19-amp3-ontarget-v1 [submission no4BRHS2c9nfaPXpMKA4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VCC@ZJU: VelvetQuasar-42 [submission cNofaXvwLZzVuZohRphy] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Purkinje: B2-All family-balanced v1 [submission 8mysCjzCkQaKUrMzO9JR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: XGBOOST: XGBOOST_RAW001_CENTER [submission nLcPqis3g0EW1Rl0JZmv] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Anders Lindström: replogle k562 signature nudge, scale 6 [submission BhdIwPTlqoIqCyVAw1BR] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: luffy: r2c15det_h1fam [submission ZeV7usVzcim3CjmagJO4] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: KSE-A: hybrid-linear-gwps [submission MkygCHS8agNJqDtANjt8] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: OmicX Vcells: Stage V-A fixed alpha4 [submission eI5Ggd5wpoZtGUzRNcyL] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Skadi's Seaborn Farm: cry again [submission JDWnIB3RSPwRlmBvxLfD] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Wonmin Kim: b19 [submission pamfw9b1glTBvlXvEyQA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Yixiang Mao: pfdo-v1 [submission Jrnnmw3YV7u9bRb6PHgS] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: LEANDRO YU JIN LIANG: State-A 2025 transfer s42 v1 [submission OszXzRrmoRq3IdK9Vldg] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Lijiayu Deng: State-GenePT-v001-panel-counts [submission vUSQaMGSF6bXuCMEYu18] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Bowen Han: v31 [submission zcYwkEGWpauVX42qqByE] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Brandon Low: bl_c12 [submission apOhGAWZUbxIE5YhywUk] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Xupan Ma: hw89ip6a1idr [submission efmKistOgXCJfuTLiklp] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: hello-cell: marlow [submission 1qIfBeVhMsOtlCPK6NBz] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Liaoyi Xu: xfer-v18-alpha2.0 [submission KIXMZcCewuxYjOMyBolH] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: long he: RNAFM-GEARS-v4-ANOVA-ABC [submission mQuuD8O4N5c0k7XucSIA] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Rui Xing Zhang: RX_W17 [submission S5xlp1ROzXY2JCmR9u3b] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: kriagr: STEER [submission BqVxSIxC1hZo0fvP4U8m] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Liu: B1_H1_direct_transfer_25_alpha3.0 [submission j7X20k7KGdFpw8DkI8FO] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Leonid_Klarov: b1_delta_k562_default [submission lypOHyaNCokHdDbhql37] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: VenusCell: VenusCell xfer_v2 (all-cell similarity-weighted transfer) [submission eMzsdAWQxPtfO2e0Shlq] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Onion Yang: r55-BC-agreement-weighted [submission ItklV5WSjdwueznmSbOb] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Parmita Mishra: Pooled transfer; gain 0.268; full GWPS; control template [submission QACLfdGZ2L9EzU2d4vpB] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Jianhan Mao: Sidechain SER-rb03 [submission 8MM4xc77R6A2Oa7cDcl5] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: wuki-creator: MagWorld H1 v13 sparse ensemble [submission 3skG7PvWaMhMw2gsEEAQ] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: precal171: transfer_consensus #40 proxy=0.1966 [submission QqORD3I99iz3Cip64yBY] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Cellturbline: STATE+ESM2 v2: fixed normalization scale (fixed CP10K target), log-space FC clipping, 210/300 target coverage [submission 38Tiq94O9f3pZv3rX5XX] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: NeurodegenerativeLab: Transfer3b-SameMask-s025-20260914 [submission x8CPPkyeXuqE6HjFRefW] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: ZEYU BAI: m0: resampled control cells, no perturbation effect (pipeline baseline) [submission oSragNt8owBP4w4AGzju] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: Alex Lévy: H166A C1 Common-Support Normalize [submission Fl39m5TyoIk6S9SSFgkC] · vcc2026-val-1 · 2026 validation contexts A, B and C
- dataset: iidesu: v7-cd4i-rest [submission ahwnPhkhWxejUffJ1PJv] · vcc2026-val-1 · 2026 validation contexts A, B and C