ResearchBenchmarksOOD Detection on ImageNet 10 (ID) 20 (OOD)For AI assistantsMarkdownContent indexOOD Detection on ImageNet 10 (ID) 20 (OOD)Follow99.11AUROC∆Energy98.579698.717398.85598.9927Oct 13, 2025Evaluation resultsMethodMethodLinksAUROCFPR@95∆Energymode=zero-shotmode=zero-shot2025.1099.112.8CSPmode=zero-shotmode=zero-shot2025.1099.023.3NegLabelmode=zero-shotmode=zero-shot2025.1098.85MCMmode=zero-shotmode=zero-shot2025.1098.66