scgen_full · scIB official RNA metrics export · pancreas
scIB official RNA metrics export; pancreas. Source checked, not independently reproduced.
Evaluation results
Release 2026-09-19-eb6149e5d766 · 1 evaluation · 13 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 |
|---|---|---|
| scgen_full · scIB official RNA metrics export · pancreas Configuration: scgen_full · full_feature, unscaledProtocol: scIB official RNA metrics export · pancreasDataset subset: pancreas scIB official RNA metrics export Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.645200282335281 ASW_label Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 4 (ASW_label) Source checking is not independent reproduction. |
| 0.974399564680736 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 315, column 3 (ARI_cluster/label) Source checking is not independent reproduction. |
| 0.7363731468440121 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 315, column 7 (cell_cycle_conservation) Source checking is not independent reproduction. |
| 0.349642309418385 iLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 12 (iLISI) Source checking is not independent reproduction. |
| 0.898883910134011 PCR_batch Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 6 (PCR_batch) Source checking is not independent reproduction. |
| 0.9889379325305968 graph_conn Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 10 (graph_conn) Source checking is not independent reproduction. |
| 1.0 cLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 13 (cLISI) Source checking is not independent reproduction. |
| 0.948906528665108 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 315, column 2 (NMI_cluster/label) Source checking is not independent reproduction. |
| 0.418383905696265 hvg_overlap Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 14 (hvg_overlap) Source checking is not independent reproduction. |
| 0.523931544274092 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 315, column 9 (isolated_label_silhouette) Source checking is not independent reproduction. |
| 0.7645371062667121 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 315, column 5 (ASW_label/batch) Source checking is not independent reproduction. |
| 0.5326052961879153 kBET Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 315, column 11 (kBET) Source checking is not independent reproduction. |
| 0.101449275362319 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 315, column 8 (isolated_label_F1) Source checking is not independent reproduction. |
Methods and reproduction
scIB official RNA metrics export; pancreas. Source checked, not independently reproduced.
- configuration
- scgen_full · full_feature, unscaled
- protocol
- scIB official RNA metrics export · pancreas
- dataset subset
- pancreas
- Split
- pancreas
- Adaptation
- unreported
- Scoring implementation
- Not reported
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evaluation procedure
scIB official RNA metrics export
- Configuration
- scgen_full · full_feature, unscaled
- Protocol
- scIB official RNA metrics export · pancreas
- Dataset subset
- pancreas
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- acquired-protocol-3f6fa62242423922b5f2
- dataset version
- 3afbffd3674726e5146797be21cf6bd7470a2c5f
- split
- pancreas
- population
- pancreas
- inputs
- unreported
- adaptation
- unreported
- aggregation
- metric-specific; inspect each result
Metadata review: discovered. Unreported conditions prevent automatic comparisons.
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.
22 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation unreported Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.comparison.aggregation metric-specific; inspect each result Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.comparison.dataset_version 3afbffd3674726e5146797be21cf6bd7470a2c5f Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.comparison.inputs unreported Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.comparison.population pancreas Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.comparison.protocol_id acquired-protocol-3f6fa62242423922b5f2 Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.comparison.split pancreas Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.conditions.batches 9 Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.conditions.cells 16382 Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage |
| attributes.conditions.configuration scgen_full Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 315, column 2 (NMI_cluster/label) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | not individually reviewed No individual claim review recorded author reported 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
- scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · Original source · 3afbffd3674726e5146797be21cf6bd7470a2c5f
Technical metadata and extraction receipts
Stable ID: acquired-evaluation-b54820d5e382f50bd3bf
- origin
- author_reported
- protocol
- scIB official RNA metrics export
- source locator
- data/metrics.csv row 315, column 2 (NMI_cluster/label)
- conditions
- batches: 9; cells: 16382; configuration: scgen_full; features: full_feature; labels: 14; notes: Published metric-score export; intended higher direction verified from pinned official consuming code. No additional min-max normalization or overall ranking. Dataset metadata reports total cells; per-result scoring coverage is unreported.; scaling: unscaled
- comparison
- protocol id: acquired-protocol-3f6fa62242423922b5f2; dataset version: 3afbffd3674726e5146797be21cf6bd7470a2c5f; split: pancreas; population: pancreas; inputs: unreported; adaptation: unreported; aggregation: metric-specific; inspect each result
- missing metadata
- checkpoint revision: unreported; scored count: unreported
Related records
- model: scgen_full · full_feature, unscaled
- benchmark: scIB official RNA metrics export · pancreas
- dataset: pancreas
- evaluation: scgen_full · ASW_label · pancreas
- evaluation: scgen_full · ARI_cluster/label · pancreas
- evaluation: scgen_full · cell_cycle_conservation · pancreas
- evaluation: scgen_full · iLISI · pancreas
- evaluation: scgen_full · PCR_batch · pancreas
- evaluation: scgen_full · graph_conn · pancreas
- evaluation: scgen_full · cLISI · pancreas
- evaluation: scgen_full · NMI_cluster/label · pancreas
- evaluation: scgen_full · hvg_overlap · pancreas
- evaluation: scgen_full · isolated_label_silhouette · pancreas
- evaluation: scgen_full · ASW_label/batch · pancreas
- evaluation: scgen_full · kBET · pancreas
- evaluation: scgen_full · isolated_label_F1 · pancreas