Image Classification on VinDr-CXR (test)
19.2AP (LO)RadJEPA
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RadJEPAProtocol=Linear probing2026.01 | 19.2 | 72.6 | 42.2 | 58.6 | 63.9 | 74.4 | 55.2 | |
| I-JEPAProtocol=Linear probing2026.01 | 15.6 | 70.3 | 36.8 | 47.9 | 59 | 70.5 | 50 | |
| RAD-DINOProtocol=Linear probing2026.01 | 14.9 | 69.9 | 36.6 | 44.6 | 59.4 | 77.8 | 52.8 | |
| RAD-DINOProtocol=Linear probing, Reproduced result=true2026.01 | 14.2 | 68.4 | 35.8 | 48.5 | 57.2 | 74.9 | 49.8 | |
| BioViL-TProtocol=Linear probing2026.01 | 12.7 | 51.4 | 24.6 | 22.3 | 30.5 | 52.2 | 32.4 | |
| MRMProtocol=Linear probing2026.01 | 12.2 | 79.7 | 35.8 | 47.7 | 47.1 | 77.2 | 51.3 | |
| CheXzeroProtocol=Linear probing2026.01 | 11.1 | 74.4 | 25.1 | 42.9 | 33.1 | 60.2 | 40 | |
| BiomedCLIPProtocol=Linear probing2026.01 | 10 | 58.5 | 24.4 | 36.2 | 32 | 54.1 | 35.9 | |
| CLIPProtocol=Linear probing, Resolution=2242026.01 | 9.7 | 42.6 | 18.8 | 30 | 24.1 | 21.8 | 23.8 | |
| CLIPProtocol=Linear probing, Resolution=3362026.01 | 9.1 | 46.1 | 18.5 | 29 | 22.8 | 18.6 | 23.4 |