AIDA v2 PBMC cohort
Evaluation results
Release 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| Best frozen single-cell foundation model: Donor-aware age-class prediction Model: Best frozen single-cell foundation model · Benchmark: Donor-aware age-class prediction · Dataset: AIDA v2 PBMC cohort Same donor-aware splits and logistic-regression probe as expression PCA; text names Geneformer as best model on AIDA v2. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.322 Balanced accuracy Unit: unitless · Direction: unknown | Uncertainty: ± 0.008 standard deviation Scored: Not reported · Eligible: Not reported | source checkedInflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing · Table 2, AIDA v2 row, scFM BA ± SD column Source checking is not independent reproduction. |
| Gene-expression PCA: Donor-aware age-class prediction Model: Gene-expression PCA · Benchmark: Donor-aware age-class prediction · Dataset: AIDA v2 PBMC cohort Fifty-component gene-expression PCA with the same donor-aware probe splits. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.384 Balanced accuracy Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedInflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing · Table 2, AIDA v2 row, Gene-expr BA column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Inflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing · Original source · PMC archival version PMC13407579.1
Technical metadata and extraction receipts
Stable ID: reported-dataset-571ce000cd74b9
- areas
- cells-tissues
- version
- 622 donors
- split
- Not reported
- missing metadata
- split: not_reported_in_legacy_extract; accession: not_reported_in_legacy_extract