Pathological Image Classification on pRCC (F1, Accuracy, AUC, p-value)
97.87F1 ScoreSSMamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SSMamba2026.04 | 97.87 | 98.58 | 94.77 | — | |
| UNI22026.04 | 97.13 | 90.88 | 88.52 | — | |
| Virchow22026.04 | 94.68 | 96.11 | 94.51 | — | |
| GigaPath2026.04 | 92.89 | 94.7 | 92.92 | — | |
| CTransPath2026.04 | 92.8 | 94.61 | 91.95 | — | |
| Swin2026.04 | 92.69 | 92.03 | 88.99 | — | |
| CONCH2026.04 | 90.17 | 92.93 | 95.27 | — | |
| ViT2026.04 | 90.04 | 92.55 | 87.45 | — | |
| MUSK2026.04 | 89.85 | 92.58 | 91.48 | — | |
| UNI2026.04 | 87.5 | 90.81 | 88.08 | — | |
| MAE2026.04 | 87.17 | 88.98 | 90.74 | — | |
| VMamba2026.04 | 84.2 | 86.39 | 90 | — |