Pathological Image Classification on MHIST
86.08AUCGigaPath
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GigaPath2026.04 | 86.08 | — | — | — | |
| GigaPath2026.04 | 86.08 | 83.85 | 88.22 | — | |
| CONCH2026.04 | 86.01 | — | — | — | |
| CONCH2026.04 | 86.01 | 83.63 | 88.1 | — | |
| Virchow22026.04 | 85.66 | — | — | — | |
| Virchow22026.04 | 85.66 | 83.42 | 87.57 | — | |
| SSMamba2026.04 | 85.63 | — | — | — | |
| SSMamba2026.04 | 85.63 | 83.19 | 87.73 | — | |
| UNI22026.04 | 85.12 | — | — | — | |
| UNI22026.04 | 85.12 | 82.56 | 87.4 | — | |
| MUSK2026.04 | 84.58 | — | — | — | |
| MUSK2026.04 | 84.58 | 82.06 | 86.87 | — | |
| UNI2026.04 | 84.38 | — | — | — | |
| UNI2026.04 | 84.38 | 81.81 | 86.41 | — | |
| CTransPath2026.04 | 82.72 | — | — | — | |
| CTransPath2026.04 | 82.72 | 79.73 | 85.34 | — | |
| VMamba2026.04 | 81.47 | — | — | — | |
| VMamba2026.04 | 81.47 | 76.87 | 85.33 | — | |
| MAE2026.04 | 81.01 | — | — | — | |
| MAE2026.04 | 81.01 | 76.79 | 84.78 | — | |
| ViT2026.04 | 80.76 | — | — | — | |
| ViT2026.04 | 80.76 | 77.25 | 83.19 | — | |
| Swin2026.04 | 80.54 | — | — | — | |
| Swin2026.04 | 80.54 | 77.45 | 83.19 | — |