fastmnn_embed · full_feature, 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
1 evaluation · 12 results. Different protocols are not a single leaderboard.
Filter evaluations
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.545 isolated_label_silhouette score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 9 (isolated_label_silhouette) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.995 PCR_batch score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 6 (PCR_batch) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.72 ARI_cluster/label score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 3 (ARI_cluster/label) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.877 ASW_label/batch score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 5 (ASW_label/batch) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.774 NMI_cluster/label score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 2 (NMI_cluster/label) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.987 cLISI score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 13 (cLISI) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.489 kBET score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 11 (kBET) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.978 graph_conn score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 10 (graph_conn) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.222 cell_cycle_conservation score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 7 (cell_cycle_conservation) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.514 ASW_label score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 4 (ASW_label) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.115 isolated_label_F1 score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 8 (isolated_label_F1) |
| Configuration: fastmnn_embed · full_feature, scaled | Protocol: scIB official RNA metrics export · pancreas Dataset subset: pancreas | 0.342 iLISI score · higher Uncertainty: status: unreported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcefastmnn_embed · scIB official RNA metrics export · pancreas scIB official RNA metrics export Aggregation: unreported scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 351, column 12 (iLISI) |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
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Evidence
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Sources and history
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Release 2026-09-29-06401fd5b220 · Record review: discovered
1 source records and release history
- scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · Original source · 3afbffd3674726e5146797be21cf6bd7470a2c5f
Technical metadata and extraction receipts
Stable ID: acquired-configuration-fd2e72fdc034a2b49579
- source locator
- data/metrics.csv row 351, column 2 (NMI_cluster/label)
- reported configuration
- fastmnn_embed
- reference kind
- not_a_reference
- missing metadata
- checkpoint revision: unreported; model family: unextracted