Disease Classification on CheXpert 100% labels
89.6Macro-Averaged AUCCheXWorld
Evaluation results
| Method | Links | |
|---|---|---|
| CheXWorldGFLOPs=67.4, Training with clinical reports=false2026.03 | 89.6 | |
| Medical MAEGFLOPs=20.3, GPU Hrs=1200, Training with clinical reports=false2026.03 | 89.2 | |
| S-PCLGFLOPs=6.1, GPU Hrs=540, Training with clinical reports=false2026.03 | 89.1 | |
| MRMGFLOPs=13.1, GPU Hrs=800, Training with clinical reports=true2026.03 | 88.7 | |
| REFERSGFLOPs=54.8, Training with clinical reports=true2026.03 | 88.2 | |
| M3AEGFLOPs=34.4, GPU Hrs=710, Training with clinical reports=true2026.03 | 87.9 |