Patch-level classification on Pcam
95.1Balanced AccuracyHibou L16
Evaluation results
| Method | Links | |
|---|---|---|
| Hibou L16Size=307M, Input Embeddings=[CLS] tokens2025.01 | 95.1 | |
| UNI2-hSize=682M, Input Embeddings=[CLS] tokens2025.01 | 94.9 | |
| GigapathSize=1,100M, Input Embeddings=[CLS] tokens2025.01 | 94.5 | |
| GPFMSize=307M, Input Embeddings=[CLS] tokens2025.01 | 94.5 | |
| H0Size=1,100M, Input Embeddings=[CLS] tokens2025.01 | 94.2 | |
| H0-miniSize=86M, Input Embeddings=[CLS] tokens2025.01 | 94.2 | |
| Virchow2Size=632M, Input Embeddings=[CLS] tokens2025.01 | 93.6 | |
| UNISize=307M, Input Embeddings=[CLS] tokens2025.01 | 93.6 | |
| PhikonSize=86M, Input Embeddings=[CLS] tokens2025.01 | 92.2 | |
| Kaiko B8Size=86M, Input Embeddings=[CLS] tokens2025.01 | 91.8 | |
| PhikonV2Size=307M, Input Embeddings=[CLS] tokens2025.01 | 89.3 |