ResearchBenchmarksImage Classification on ImageNet 1k (test) (Specific Category Accuracy)Image Classification on ImageNet 1k (test) (Specific Category Accuracy)Follow99.42Accuracy (Tench)AT+ASD54.49266.15677.8289.484Apr 12, 2026Evaluation resultsMethodMethodLinksAccuracy (Tench)Accuracy (Balloon)Accuracy (Umbrella)Accuracy (Throne)Accuracy (Teddy bear)AT+ASDBackbone=ResNet-50, De...Backbone=ResNet-50, Defense=Adversarial Training + Adaptive Spectral Defense2026.0499.4278.7487.599.8699.96ATBackbone=ResNet-50, De...Backbone=ResNet-50, Defense=Adversarial Training2026.0456.2232.8431.5475.816.3