ResearchBenchmarksOOD Detection on ISIC NearOOD1 2019 (test)OOD Detection on ISIC NearOOD1 2019 (test)Follow98.78AUROCMARVEL60.71670.59880.4890.362Jul 2, 2026Evaluation resultsMethodMethodLinksAUROCAUPRFPR95MARVEL2026.0798.7899.063.45PASCL2026.0794.0196.2719.68COCL2026.0791.2195.2240.28EAT2026.0787.7793.0947.41OE2026.0780.3889.3577.43PATT2026.0762.1880.3297.24