Pathological Image Classification on SIPa (F1, Accuracy, AUC)
100F1 ScoreSSMamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SSMamba2026.04 | 100 | 100 | 100 | — | |
| GigaPath2026.04 | 98.5 | 99.4 | 99.19 | — | |
| CTransPath2026.04 | 98.3 | 98.9 | 98.9 | — | |
| Virchow22026.04 | 98 | 99.2 | 98.47 | — | |
| VMamba2026.04 | 95.22 | 96.8 | 83.8 | — | |
| Swin2026.04 | 94.77 | 95.35 | 81.92 | — | |
| ViT2026.04 | 93.79 | 95.13 | 56.81 | — | |
| CONCH2026.04 | 90.5 | 96.2 | 91.37 | — | |
| MAE2026.04 | 90.33 | 93.27 | 71.6 | — | |
| UNI2026.04 | 78 | 91.2 | 64.79 | — | |
| MUSK2026.04 | 78 | 91.2 | 85.19 | — | |
| UNI22026.04 | 77.96 | 91.6 | 66.4 | — |