dataset · needs review
HPA-FoV
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| Cell-DINO ViT-L: protein localization classification Self-supervised microscopy embedding pre-trained on HPA-FoV; downstream protein-localization classifier. Dataset-specific pretraining; the paper does not claim a general-purpose foundation model that generalizes beyond these benchmarks. Author-reported evaluation · Evaluation metadata: needs review | ||
| 65.5% F1 Unit: percent · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedCell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy · Table 2, HPA-FoV section, Cell-DINO row, PL column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy · Original source · version of record
Technical metadata and extraction receipts
Stable ID: reported-dataset-d356eac961cb69
- areas
- cells-tissues
- version
- Not reported
- split
- Not reported
- missing metadata
- version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; accession: not_reported_in_legacy_extract