ResearchBenchmarksImage Classification on ImageNet-1K (PGD, FGSM, SPSA Robustness)Follow24PGD AccuracyUSMoE0.3926.52112.6518.779Mar 29, 2025Evaluation ResultsMethodMethodLinksPGD AccuracyFGSM AccuracySPSA AccuracyUSMoEBackbone=ViT-MoE (10M)Backbone=ViT-MoE (10M)2025.032412.213.4ECBackbone=ViT-MoE (10M)Backbone=ViT-MoE (10M)2025.0322.411.212.3SoftMoEBackbone=ViT-MoE (10M)Backbone=ViT-MoE (10M)2025.0313.39.910.9TCBackbone=ViT-MoE (10M)Backbone=ViT-MoE (10M)2025.031.31.41.5