fastmnn_full · hvg, scaled
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 · 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 |
|---|---|---|
| fastmnn_full · scIB official RNA metrics export · pancreas Configuration: fastmnn_full · hvg, scaledProtocol: scIB official RNA metrics export · pancreasDataset subset: pancreas scIB official RNA metrics export Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.259244985285162 hvg_overlap Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 14 (hvg_overlap) Source checking is not independent reproduction. |
| 0.555390160530806 ASW_label Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 4 (ASW_label) Source checking is not independent reproduction. |
| 0.997005943447967 cLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 13 (cLISI) Source checking is not independent reproduction. |
| 0.639216500989236 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 374, column 7 (cell_cycle_conservation) Source checking is not independent reproduction. |
| 0.6119296907803125 kBET Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 11 (kBET) Source checking is not independent reproduction. |
| 0.8900024869052661 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 374, column 2 (NMI_cluster/label) Source checking is not independent reproduction. |
| 0.9859680975255196 graph_conn Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 10 (graph_conn) Source checking is not independent reproduction. |
| 0.8900112438566241 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 374, column 5 (ASW_label/batch) Source checking is not independent reproduction. |
| 0.469810182228684 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 374, column 9 (isolated_label_silhouette) Source checking is not independent reproduction. |
| 0.401356175881789 iLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 12 (iLISI) Source checking is not independent reproduction. |
| 0.9926272748537652 PCR_batch Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 374, column 6 (PCR_batch) Source checking is not independent reproduction. |
| 0.9217813728097448 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 374, column 3 (ARI_cluster/label) Source checking is not independent reproduction. |
| 0.08974358974359 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 374, column 8 (isolated_label_F1) 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-1b4c6dfc4f56736ed6d8
- source locator
- data/metrics.csv row 374, column 2 (NMI_cluster/label)
- reported configuration
- fastmnn_full
- reference kind
- not_a_reference
- missing metadata
- checkpoint revision: unreported; model family: unextracted