Overview
Data augmentation enabled
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
3 evaluations · 4 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: scTab — scTab Table 1 | Protocol: scTab Table 1b: seeded fits plus donor bootstrap Dataset: scTab processed CELLxGENE 2023-05-15 donor holdouts | 0.8300 ± 0.0069 macro-f1 fraction · higher Uncertainty: type: source_printed_spread_semantics_conflicting; value: 0.0069; n: 4; note: Heading: confidence intervals; column: standard deviation. Do not interpret as 95% CI. 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 1b, sctab row |
| Configuration: scTab — scTab Table 1 | Protocol: scTab Table 2 hardware-specific resources Dataset: scTab processed CELLxGENE 2023-05-15 donor holdouts | ~10800 inference-throughput samples/second · higher Uncertainty: Not reported 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 2, sctab, inference time |
| Configuration: scTab — scTab Table 1 | Protocol: scTab Table 2 hardware-specific resources Dataset: scTab processed CELLxGENE 2023-05-15 donor holdouts | ~33h training-hours hours · lower Uncertainty: Not reported 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 2, sctab, training time |
| Configuration: scTab — scTab Table 1 | Protocol: scTab Table 1a: seeded model fits Dataset: scTab processed CELLxGENE 2023-05-15 donor holdouts | 0.8295 ± 0.0007 macro-f1 fraction · higher Uncertainty: type: standard_deviation; value: 0.0007; n: 5 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, scTab row, macro F1 and number-of-runs columns |
Source checking is not independent reproduction. Release 2026-09-30-e37e3ab1284d.
Use this model
How it works, versions and access
Strengths, limitations and unresolved questions
Evidence
Source checking verifies the cited claim or transcription. It does not establish 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.
0 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|
No evidence rows match these filters. Choose another scope or clear the search.
Sources and history
View linked audit checks and correction history
Release 2026-09-30-e37e3ab1284d · Record review: source checked
2 source records and release history
- scTab: Scaling cross-tissue single-cell annotation models · Original source · 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30
- scTab supplementary comparison tables · Original source · Supplementary Information to 10.1038/s41467-024-51059-5
Technical metadata and extraction receipts
Stable ID: ucc-research-config-sctab-sctab
- review
- method: automated_source_review; actor: Codex research coverage worker; reviewed at: 2026-09-30T21:43:56Z; note: Primary-source table transcription and scope review; no independent reproduction or human scientific review.
- training setting
- Data augmentation enabled
- missing metadata
- checkpoint sha256: not extracted
Related records
- variant of: scTab
- configuration: sctab bootstrap sctab
- configuration: sctab resources sctab
- configuration: sctab seed sctab