ResearchBenchmarksDisease Classification on ChestXray14 (test)Follow85.1POS AUCCARZero68.04472.47276.981.328Jan 30, 2026Evaluation ResultsMethodMethodLinksPOS AUCNEG AUCPNC AUCCARZeroSetting=Bi-MCQ-Fine-tu...Setting=Bi-MCQ-Fine-tuning2026.0185.183.684.9KADSetting=Bi-MCQ-Fine-tu...Setting=Bi-MCQ-Fine-tuning2026.0182.682.282.7MedKLIPSetting=Bi-MCQ-Fine-tu...Setting=Bi-MCQ-Fine-tuning2026.0182.282.282.5CARZeroSetting=Zero-shotSetting=Zero-shot2026.0181.142.977.3KADSetting=Zero-shotSetting=Zero-shot2026.0178.824.260.2MedKLIPSetting=Zero-shotSetting=Zero-shot2026.0168.73456.2