ResearchBenchmarksZero-shot Image Classification on CarsFollow42.2PGD RobustnessTAME-1.489.8621.232.54May 17, 2026Evaluation ResultsMethodMethodLinksPGD RobustnessCW RobustnessDI RobustnessAA RobustnessTAMEBackbone=ViT-B/32, Eva...Backbone=ViT-B/32, Evaluation Protocol=Zero-shot, Prompt Configuration=V-L Independent2026.0542.249.544.550.6VanillaBackbone=ViT-B/32, Eva...Backbone=ViT-B/32, Evaluation Protocol=Zero-shot2026.050.203.90.1