Patch-level classification on Bach
91.4Balanced AccUNI2-h
Evaluation results
| Method | Links | |
|---|---|---|
| UNI2-hSize=682M, Input Embeddings=[CLS] tokens2025.01 | 91.4 | |
| Virchow2Size=632M, Input Embeddings=[CLS] tokens2025.01 | 88 | |
| Kaiko B8Size=86M, Input Embeddings=[CLS] tokens2025.01 | 85.8 | |
| GPFMSize=307M, Input Embeddings=[CLS] tokens2025.01 | 83 | |
| Hibou L16Size=307M, Input Embeddings=[CLS] tokens2025.01 | 81.6 | |
| UNISize=307M, Input Embeddings=[CLS] tokens2025.01 | 79.7 | |
| H0-miniSize=86M, Input Embeddings=[CLS] tokens2025.01 | 77.4 | |
| GigapathSize=1,100M, Input Embeddings=[CLS] tokens2025.01 | 76.1 | |
| H0Size=1,100M, Input Embeddings=[CLS] tokens2025.01 | 75.8 | |
| PhikonV2Size=307M, Input Embeddings=[CLS] tokens2025.01 | 72.7 | |
| PhikonSize=86M, Input Embeddings=[CLS] tokens2025.01 | 72.2 |