Cell-level type identification on NuCLS main (test)
29.18AUPRCGrapHist
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GrapHistModel Category=Ours2026.02 | 29.18 | — | |
| MAEModel Category=Self-supervised vision models2026.02 | 28.63 | — | |
| ACM-bioModel Category=Supervised graph models2026.02 | 28.29 | — | |
| ACM-UNIModel Category=Supervised graph models2026.02 | 26.93 | — | |
| DINOv2Model Category=Self-supervised vision models2026.02 | 24.63 | — | |
| ACM-bioEvaluation protocol=Supervised2026.02 | — | 22.13 | |
| ACM-UNIEvaluation protocol=Supervised2026.02 | — | 21.68 | |
| DINOv2Evaluation protocol=nonlinear probing2026.02 | — | 21.42 | |
| GrapHistEvaluation protocol=nonlinear probing2026.02 | — | 26.57 | |
| MAEEvaluation protocol=nonlinear probing2026.02 | — | 25.19 |