Patch-level classification on Mhist
85.8Balanced AccVirchow2
Evaluation results
| Method | Links | |
|---|---|---|
| Virchow2Size=632M, Input Embeddings=[CLS] tokens2025.01 | 85.8 | |
| UNISize=307M, Input Embeddings=[CLS] tokens2025.01 | 84.4 | |
| H0Size=1,100M, Input Embeddings=[CLS] tokens2025.01 | 83.9 | |
| GigapathSize=1,100M, Input Embeddings=[CLS] tokens2025.01 | 82.9 | |
| Hibou L16Size=307M, Input Embeddings=[CLS] tokens2025.01 | 82.6 | |
| Kaiko B8Size=86M, Input Embeddings=[CLS] tokens2025.01 | 82.3 | |
| UNI2-hSize=682M, Input Embeddings=[CLS] tokens2025.01 | 82 | |
| GPFMSize=307M, Input Embeddings=[CLS] tokens2025.01 | 81.1 | |
| PhikonSize=86M, Input Embeddings=[CLS] tokens2025.01 | 79.9 | |
| H0-miniSize=86M, Input Embeddings=[CLS] tokens2025.01 | 79 | |
| PhikonV2Size=307M, Input Embeddings=[CLS] tokens2025.01 | 77.5 |