ResearchBenchmarksOOD Detection on ImageNet-100 Average OODOOD Detection on ImageNet-100 Average OODFollow25.04FPR@95EIHF24.527627.986331.44534.9037May 20, 2026Evaluation resultsMethodMethodLinksFPR@95AUROCEIHFBackbone=ResNet-50Backbone=ResNet-502026.0525.0495.21DPLBackbone=ResNet-50Backbone=ResNet-502026.0526.7495.26SSD+Backbone=ResNet-50Backbone=ResNet-502026.0532.3592.6PALMBackbone=ResNet-50Backbone=ResNet-502026.0533.1794.11CIDERBackbone=ResNet-50Backbone=ResNet-502026.0537.4793.12KNN+Backbone=ResNet-50Backbone=ResNet-502026.0537.8592.72