ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K
77.3Top-1 Accuracy
15
ImageNet
37,550,000Additional FLOPs
15
ImageNet 100 tasks
63.9Average Accuracy
15
ImageNet-100
68.9Accuracy (All)
15
ImageNet 10 Preserved Concepts SD 1.4
87.3Original Accuracy
15
Tiny-ImageNet Bucket 20 Forget
85.68Accuracy
15
Tiny-ImageNet Bucket 20 Retain
84.87Accuracy
15
Tiny-ImageNet Bucket 1 Retain
84.97Accuracy
15
ImageNet
57PGD Accuracy
15
Tiny-ImageNet
51.2CTA
15
ImageNet
81.39Top-1 Accuracy (ViT-S)
15
ImageNet
72.55AUC
15
ImageNet
76.15Top-1 Accuracy (%)
15
ImageNet 256x256
1.73FID
15
ImageNet
57.6mAP
15
ImageNet
1.14Infidelity
15
ImageNet subset
100Concealment Success (C)
15
ImageNet Target: IncRes 5000 images (val)
75.4Attack Success Rate
15
ImageNet Target IncV4 5000 images (val)
75.05Attack Success Rate
15
ImageNet Target: Visformer-S 5000 images (val)
73.28Attack Success Rate
15
ImageNet Target: TNT-S 5000 images (val)
76.16Attack Success Rate
15
ImageNet Target: ConViT-B 5000 images (val)
51.37Attack Success Rate (ASR)
15
ImageNet Target: SE154 5000 images (val)
83.47Attack Success Rate (%)
15
ImageNet Target: DN201 5000 images (val)
96.5Attack Success Rate
15
ImageNet Target: RN152 5000 images (val)
99.98Attack Success Rate
15