0.7848 ± 0.0001 macro-f1
macro-f1 — ucc-research-eval-sctab-seed-linear
- Tested configuration
- Optimized linear logistic regression — scTab Table 1
- Protocol
- scTab Table 1a: seeded model fits
- Dataset
- scTab processed CELLxGENE 2023-05-15 donor holdouts
- Procedure
- Not reported
- Evaluation
- sctab seed linear
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- type: standard_deviation; value: 0.0001; n: 4
- Evidence
- Author-reported evaluation · source checkedscTab supplementary comparison tables · Supplementary Table 1a, Optimized linear logistic regression row, macro F1 and number-of-runs columns
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Reproduction
- Split
- source-specific; see protocol and limitations
- Adaptation
- source-specific configuration; see model configuration
- Scoring implementation
- Not reported
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.7848 ± 0.0001 Individual claims | scTab supplementary comparison tables Supplementary Table 1a, Optimized linear logistic regression row, macro F1 and number-of-runs columns Version: Supplementary Information to 10.1038/s41467-024-51059-5 | source checked automated source review · 2026-09-30T21:43:56Z author reported Audit detailsPrimary-source table transcription and scope review; no independent reproduction or human scientific review. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
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Release 2026-09-30-e37e3ab1284d · Record review: source checked
2 source records and release history
- scTab supplementary comparison tables · Original source · Supplementary Information to 10.1038/s41467-024-51059-5
- scTab: Scaling cross-tissue single-cell annotation models · Original source · 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30
Technical metadata and extraction receipts
Stable ID: ucc-research-result-sctab-seed-linear-macro-f1
- metric
- macro-f1
- metric direction
- higher
- unit
- fraction
- printed value
- 0.7848 ± 0.0001
- numeric value
- 0.7848
- source locator
- Supplementary Table 1a, Optimized linear logistic regression row, macro F1 and number-of-runs columns
- uncertainty
- type: standard_deviation; value: 0.0001; n: 4
- 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.
Related records
- evaluation: sctab seed linear