ResearchBenchmarksOOD Detection on ImageNet-104 (test)Follow98.3AUCCoOD*80.6285.2189.894.39Apr 23, 2026Evaluation ResultsMethodMethodLinksAUCFPR95CoOD*Model=CLIPModel=CLIP2026.0498.37.4CoODModel=CLIPModel=CLIP2026.0497.310MCMModel=CLIPModel=CLIP2026.0493.623.8MLSModel=CLIPModel=CLIP2026.0481.345.9