Disease Classification on RSNA Pneu. (100% labels)
93.3Macro-Averaged AUCMRM
Evaluation results
| Method | Links | |
|---|---|---|
| MRMGFLOPs=13.1, GPU Hrs=800, Training with clinical reports=true2026.03 | 93.3 | |
| REFERSGFLOPs=54.8, Training with clinical reports=true2026.03 | 92.7 | |
| M3AEGFLOPs=34.4, GPU Hrs=710, Training with clinical reports=true2026.03 | 92.3 | |
| S-PCLGFLOPs=6.1, GPU Hrs=540, Training with clinical reports=false2026.03 | 91.2 | |
| SimCLRGFLOPs=8.2, GPU Hrs=830, Training with clinical reports=false2026.03 | 84.9 | |
| CheXWorldGFLOPs=67.4, Training with clinical reports=false2026.03 | 75 |