Pathological Image Classification on NCT (F1, Accuracy, AUC)
99.73F1 ScoreGigaPath
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GigaPath2026.04 | 99.73 | 99.94 | 99.36 | — | |
| UNI2026.04 | 99.51 | 99.89 | 91.14 | — | |
| SSMamba2026.04 | 99.38 | 99.46 | 99.85 | — | |
| Virchow22026.04 | 99.36 | 99.86 | 99.28 | — | |
| CONCH2026.04 | 99.29 | 99.84 | 91.6 | — | |
| UNI22026.04 | 99.14 | 99.24 | 91.54 | — | |
| MAE2026.04 | 98.57 | 98.71 | 83.19 | — | |
| MUSK2026.04 | 98.46 | 99.66 | 93.19 | — | |
| Swin2026.04 | 97.33 | 97.57 | 89.38 | — | |
| ViT2026.04 | 96.39 | 97.63 | 84.63 | — | |
| CTransPath2026.04 | 92.16 | 89.03 | 90.75 | — | |
| VMamba2026.04 | 90.8 | 91.57 | 85.28 | — |