harmony_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 |
|---|---|---|
| harmony_embed · scIB official RNA metrics export · pancreas Configuration: harmony_embed · full_feature, unscaledProtocol: scIB official RNA metrics export · pancreasDataset subset: pancreas scIB official RNA metrics export Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.924309308415366 PCR_batch Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 183, column 6 (PCR_batch) Source checking is not independent reproduction. |
| 0.3888232206730767 kBET Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 183, column 11 (kBET) Source checking is not independent reproduction. |
| 0.582006616845509 ASW_label Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 183, column 4 (ASW_label) Source checking is not independent reproduction. |
| 0.587326184996299 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 183, column 7 (cell_cycle_conservation) Source checking is not independent reproduction. |
| 0.999618674880528 cLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 183, column 13 (cLISI) Source checking is not independent reproduction. |
| 0.9549984273447046 graph_conn Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 183, column 10 (graph_conn) Source checking is not independent reproduction. |
| 0.867218863924647 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 183, column 3 (ARI_cluster/label) Source checking is not independent reproduction. |
| 0.8752655937983671 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 183, column 5 (ASW_label/batch) Source checking is not independent reproduction. |
| 0.094594594594595 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 183, column 8 (isolated_label_F1) Source checking is not independent reproduction. |
| 0.851039897451092 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 183, column 2 (NMI_cluster/label) Source checking is not independent reproduction. |
| 0.298450335252708 iLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 183, column 12 (iLISI) Source checking is not independent reproduction. |
| 0.5832385437020721 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 183, column 9 (isolated_label_silhouette) 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-9902d17127d0387b1163
- source locator
- data/metrics.csv row 183, column 2 (NMI_cluster/label)
- reported configuration
- harmony_embed
- reference kind
- not_a_reference
- missing metadata
- checkpoint revision: unreported; model family: unextracted