ResearchBenchmarksImage Classification on ImageNet-R (Accuracy, Robust Accuracy)For AI assistantsMarkdownContent indexImage Classification on ImageNet-R (Accuracy, Robust Accuracy)Follow58.9AccuracyTPT50.99653.04855.157.152Apr 15, 2025Evaluation resultsMethodMethodLinksAccuracyRobust AccuracyTPTBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0458.91.8MTABackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0458.429.8C-TPTBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0457.71R-TPTBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0457.646.9CLIPBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0456.10.8EnsembleBackbone=CLIP-ResNet50Backbone=CLIP-ResNet502025.0451.339.3