Multi-label Disease Classification on Open-I
85.1F1 ScoreCPO++
Evaluation results
| Method | Links | |
|---|---|---|
| CPO++zero-shot=true2026.04 | 85.1 | |
| CPOVenue=NeurIPS’25, zero-shot=true2026.04 | 84.4 | |
| CARZeroVenue=CVPR’24, zero-shot=true2026.04 | 83.8 | |
| KADVenue=Nat Com’23, zero-shot=true2026.04 | 80.7 | |
| CheXzeroVenue=Nat Bio’22, zero-shot=true2026.04 | 75.9 | |
| MedKLIPVenue=ICCV’23, zero-shot=true2026.04 | 75.9 | |
| F3OCUSArchitecture=BLIP, Resource Setting=Heterogeneous2024.11 | 71.08 | |
| BioViLVenue=CVPR’23, zero-shot=true2026.04 | 70.2 | |
| F3OCUSArchitecture=ViLT, Resource Setting=Homogeneous2024.11 | 62.51 |