scIB official RNA metrics export; pancreas. Source checked, not independently reproduced.
These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.
Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 12 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.873 NMI_cluster/label score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 2 (NMI_cluster/label) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.868 ASW_label/batch score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 5 (ASW_label/batch) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.651 ASW_label score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 4 (ASW_label) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.971 graph_conn score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 10 (graph_conn) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.61 isolated_label_silhouette score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 9 (isolated_label_silhouette) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 1 cLISI score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 13 (cLISI) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.372 iLISI score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 12 (iLISI) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.66 cell_cycle_conservation score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 7 (cell_cycle_conservation) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.95 PCR_batch score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 6 (PCR_batch) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.0732 isolated_label_F1 score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 8 (isolated_label_F1) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.613 kBET score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 11 (kBET) |
| Configuration: harmony_embed · hvg, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.909 ARI_cluster/label score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceharmony_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 194, column 3 (ARI_cluster/label) |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
scIB official RNA metrics export
Metadata review: discovered. Unreported conditions prevent automatic comparisons.
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.
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
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 194, 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 194, 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 194, 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 194, 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 194, 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 194, 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 194, 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 194, 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 194, 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 harmony_embed Context-only references | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 194, 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 |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: discovered
Stable ID: acquired-evaluation-6f24fe3b83fa068b1a60