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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: UCE frozen embeddings + classifier — scTab Table 1 | Protocol: scTab Table 1a: seeded model fits Dataset: scTab processed CELLxGENE 2023-05-15 donor holdouts | 0.7611 ± 0.0018 macro-f1 fraction · higher Uncertainty: type: standard_deviation; value: 0.0018; n: 4 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceNot reported Aggregation: Not reported scTab supplementary comparison tables · Supplementary Table 1a, UCE frozen embeddings + classifier row, macro F1 and number-of-runs columns |
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28 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation source-specific configuration; see model configuration Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.adaptation source-specific configuration; see model configuration Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation metric-specific; inspect result Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation metric-specific; inspect result Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version CELLxGENE 2023-05-15 scTab processed corpus Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version CELLxGENE 2023-05-15 scTab processed corpus Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Paper zero-shot embedding setting with supervised annotation classifier Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Paper zero-shot embedding setting with supervised annotation classifier Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population 22.2 million cells, 5,052 donors, 164 cell types; primary datasets deduplicated, 10x-related assays only; rare types <5,000 cells or <30 donors excluded. Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population 22.2 million cells, 5,052 donors, 164 cell types; primary datasets deduplicated, 10x-related assays only; rare types <5,000 cells or <30 donors excluded. Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
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Release 2026-09-30-e37e3ab1284d · Record review: source checked
Stable ID: ucc-research-eval-sctab-seed-uce