Pathological Image Classification on Ost (F1, Accuracy, AUC, p-value)
97.31F1 ScoreSSMamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SSMamba2026.04 | 97.31 | 97.68 | 97.49 | — | |
| UNI22026.04 | 96.61 | 97.74 | 96.17 | — | |
| GigaPath2026.04 | 95.95 | 97.3 | 96.6 | — | |
| Virchow22026.04 | 95.24 | 96.83 | 96.03 | — | |
| CONCH2026.04 | 94.58 | 96.39 | 95.47 | — | |
| UNI2026.04 | 94.35 | 96.23 | 95.27 | — | |
| MUSK2026.04 | 94.35 | 96.23 | 95.27 | — | |
| CTransPath2026.04 | 91.42 | 95.79 | 93.57 | — | |
| VMamba2026.04 | 90.71 | 90.71 | 90.71 | — | |
| Swin2026.04 | 89.64 | 95.59 | 92.44 | — | |
| MAE2026.04 | 89.52 | 93.81 | 91.59 | — | |
| ViT2026.04 | 88.46 | 92.5 | 90.4 | — |