Medical Image Classification on NCT
99.94AccuracyGigaPath
Evaluation results
| Method | Links | |
|---|---|---|
| GigaPath2026.04 | 99.94 | |
| UNI2026.04 | 99.89 | |
| Virchow22026.04 | 99.86 | |
| CONCH2026.04 | 99.84 | |
| MUSK2026.04 | 99.66 | |
| SSMamba2026.04 | 99.46 | |
| UNI22026.04 | 99.24 | |
| MAE2026.04 | 98.71 | |
| ViT2026.04 | 97.63 | |
| Swin2026.04 | 97.57 | |
| ExplicdSetting=Explainable2024.06 | 95.1 | |
| ViT-BaseSetting=Black-box2024.06 | 94.4 | |
| ResNet50Setting=Black-box2024.06 | 93.4 | |
| VMamba2026.04 | 91.57 | |
| LaBoSetting=Explainable2024.06 | 90.2 | |
| CTransPath2026.04 | 89.03 | |
| Biomed CLIPSetting=Zero-shot2024.06 | 35.3 | |
| CLIPSetting=Zero-shot2024.06 | 9.9 | |
| BioViLSetting=Zero-shot2024.06 | 7.7 |