desc_embed · full_feature, unscaled
Exact source-reported configuration or submission label. Family membership, checkpoint identity and aliases have not been inferred.
Overview
Exact source-reported configuration or submission label. Family membership, checkpoint identity and aliases have not been inferred.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
Release 2026-09-19-eb6149e5d766 · 1 evaluation · 12 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 |
|---|---|---|
| desc_embed · scIB official RNA metrics export · pancreas Configuration: desc_embed · full_feature, unscaledProtocol: scIB official RNA metrics export · pancreasDataset subset: pancreas scIB official RNA metrics export Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.8869344612178409 PCR_batch Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 6 (PCR_batch) Source checking is not independent reproduction. |
| 0.702670872211456 ASW_label Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 4 (ASW_label) Source checking is not independent reproduction. |
| 0.3072428727526419 ARI_cluster/label Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 3 (ARI_cluster/label) Source checking is not independent reproduction. |
| 0.5555167905986309 isolated_label_silhouette Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 9 (isolated_label_silhouette) Source checking is not independent reproduction. |
| 0.8623068713529023 graph_conn Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 10 (graph_conn) Source checking is not independent reproduction. |
| 0.138642221018394 iLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 12 (iLISI) Source checking is not independent reproduction. |
| 0.999450291453146 cLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 13 (cLISI) Source checking is not independent reproduction. |
| 0.461808711719596 cell_cycle_conservation Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 7 (cell_cycle_conservation) Source checking is not independent reproduction. |
| 0.096551724137931 isolated_label_F1 Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 8 (isolated_label_F1) Source checking is not independent reproduction. |
| 0.3933443908125476 kBET Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 11 (kBET) Source checking is not independent reproduction. |
| 0.662360600872346 NMI_cluster/label Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 2 (NMI_cluster/label) Source checking is not independent reproduction. |
| 0.6682740082372021 ASW_label/batch Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 387, column 5 (ASW_label/batch) Source checking is not independent reproduction. |
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.
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Sources and history
View linked audit checks and correction history
Release 2026-09-19-eb6149e5d766 · Record review: discovered
1 source records and release history
- scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · Original source · 3afbffd3674726e5146797be21cf6bd7470a2c5f
Technical metadata and extraction receipts
Stable ID: acquired-configuration-91c3cf91a31d69784eb3
- source locator
- data/metrics.csv row 387, column 2 (NMI_cluster/label)
- reported configuration
- desc_embed
- reference kind
- not_a_reference
- missing metadata
- checkpoint revision: unreported; model family: unextracted