Image Classification on RSNA-Pneumonia 5,337 images (test)
72.7APRadJEPA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RadJEPAProtocol=Linear probing2026.01 | 72.7 | 89.2 | |
| MRMProtocol=Linear probing2026.01 | 71.4 | 89 | |
| RAD-DINOProtocol=Linear probing2026.01 | 71 | 88.4 | |
| I-JEPAProtocol=Linear probing2026.01 | 70.2 | 87.4 | |
| RAD-DINOProtocol=Linear probing, Reproduced result=true2026.01 | 69.1 | 86.8 | |
| CheXzeroProtocol=Linear probing2026.01 | 68.9 | 87.9 | |
| BiomedCLIPProtocol=Linear probing2026.01 | 68.4 | 87.5 | |
| BioViL-TProtocol=Linear probing2026.01 | 66.8 | 86.9 | |
| CLIPProtocol=Linear probing, Resolution=2242026.01 | 60.1 | 83.7 | |
| CLIPProtocol=Linear probing, Resolution=3362026.01 | 60 | 84.2 |