ResearchBenchmarksDisease Classification on ChestX-ray14 (1% labels)Disease Classification on ChestX-ray14 (1% labels)Follow79.4Macro-Averaged AUCMRM76.59277.32178.0578.779Mar 7, 2026Evaluation resultsMethodMethodLinksMacro-Averaged AUCMRMGFLOPs=13.1, GPU Hrs=8...GFLOPs=13.1, GPU Hrs=800, Training with clinical reports=true2026.0379.4S-PCLGFLOPs=6.1, GPU Hrs=54...GFLOPs=6.1, GPU Hrs=540, Training with clinical reports=false2026.0378.2REFERSGFLOPs=54.8, Training...GFLOPs=54.8, Training with clinical reports=true2026.0376.7