Configuration

combat_full · full_feature, scaled

Entry in scIB, identified only by its entry label; the model or method behind it is not identified.

Overview

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Evaluations and results

1 evaluation · 13 results. Different protocols are not a single leaderboard.

Protocol: scIB official RNA metrics export · pancreas · Dataset subset: pancreas

Sorted by Adjusted rand index (clusters vs cell-type labels) (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.

Tested configuration	Adjusted rand index (clusters vs cell-type labels)	Normalized mutual information (clusters vs cell-type labels)	Scib asw batch	Scib asw label	Scib cell cycle conservation	Scib clisi	Scib graph connectivity	Scib HVG overlap	Scib ilisi	Scib isolated label F1	Scib isolated label silhouette	Scib kbet	Scib pcr batch
combat_full · full_feature, scaledEvaluation	0.72	0.806	0.862	0.568	0.618	0.999	0.968	0.0297	0.068	0.127	0.767	0.224	1

All 13 result rows with coverage, uncertainty and sources

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Tested model or methodProtocolDatasetEvaluation setupMetricEvidence origin

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Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.968 Scib graph connectivity unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 10 (graph_conn)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.127 Scib isolated label F1 unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 8 (isolated_label_F1)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.72 Adjusted rand index (clusters vs cell-type labels) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 3 (ARI_cluster/label)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.068 Scib ilisi unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 12 (iLISI)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.568 Scib asw label unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 4 (ASW_label)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.224 Scib kbet unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 11 (kBET)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	1 Scib pcr batch unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 6 (PCR_batch)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.0297 Scib HVG overlap unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 14 (hvg_overlap)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.618 Scib cell cycle conservation unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 7 (cell_cycle_conservation)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.999 Scib clisi unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 13 (cLISI)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.767 Scib isolated label silhouette unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 9 (isolated_label_silhouette)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.806 Normalized mutual information (clusters vs cell-type labels) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 2 (NMI_cluster/label)
Configuration: combat_full · full_feature, scaled	Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas	0.862 Scib asw batch unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source combat_full · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 291, column 5 (ASW_label/batch)

Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.

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Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
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Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: discovered

1 source record and release history

scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · Original source · 3afbffd3674726e5146797be21cf6bd7470a2c5f

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Technical metadata and extraction receipts

Stable ID: acquired-configuration-afc49c38d57737fe9472

source locator: data/metrics.csv row 291, column 2 (NMI_cluster/label)
reported configuration: combat_full
missing metadata: checkpoint revision: reason: unreported; model family: reason: unextracted
provenance note: Exact source-reported configuration or submission label. Family membership, checkpoint identity and aliases have not been inferred.

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system: combat_full · scIB official RNA metrics export · pancreas

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