ResearchBenchmarksImage Classification on ImageNet-OOD AvgFollow47.2Avg AccuracyTPT42.5243.73544.9546.165Apr 15, 2025Evaluation ResultsMethodMethodLinksAvg AccuracyAvg Robust AccTPTBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0447.270MTABackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0447.12,030R-TPTBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0447.13,540C-TPTBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0446.240CLIPBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0444.230EnsembleBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0442.72,950