Cell-level type identification on NuCLS super (test)
49.88AUPRCGrapHist
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GrapHistModel Category=Ours2026.02 | 49.88 | — | |
| MAEModel Category=Self-supervised vision models2026.02 | 49.21 | — | |
| ACM-bioModel Category=Supervised graph models2026.02 | 47.78 | — | |
| ACM-UNIModel Category=Supervised graph models2026.02 | 45.2 | — | |
| DINOv2Model Category=Self-supervised vision models2026.02 | 43.97 | — | |
| ACM-bioEvaluation protocol=Supervised2026.02 | — | 37.35 | |
| ACM-UNIEvaluation protocol=Supervised2026.02 | — | 39.46 | |
| DINOv2Evaluation protocol=nonlinear probing2026.02 | — | 41.17 | |
| GrapHistEvaluation protocol=nonlinear probing2026.02 | — | 46.24 | |
| MAEEvaluation protocol=nonlinear probing2026.02 | — | 45.31 |