Pathological Image Classification on LaC (F1, Accuracy, AUC, p-value)
99.98F1 ScoreUNI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNI2026.04 | 99.98 | 99.99 | 96.08 | 0 | |
| GigaPath2026.04 | 99.98 | 99.99 | 99.48 | 0.0001 | |
| Virchow22026.04 | 99.9 | 99.96 | 98.07 | 0 | |
| CONCH2026.04 | 99.7 | 99.88 | 92.52 | 0 | |
| MUSK2026.04 | 98.72 | 99.49 | 93.64 | 0 | |
| SSMamba2026.04 | 98.47 | 99.84 | 99.65 | — | |
| UNI22026.04 | 98.07 | 98.66 | 96.7 | 0 | |
| MAE2026.04 | 95.88 | 98.49 | 92.67 | 0 | |
| Swin2026.04 | 92.03 | 93.61 | 92.46 | 0 | |
| CTransPath2026.04 | 91.29 | 92.92 | 94.47 | 0 | |
| VMamba2026.04 | 90.4 | 92.13 | 92.44 | 0 | |
| ViT2026.04 | 89.92 | 92.11 | 90.92 | 0 |