ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet100 O=4 overlap
51.27Average Accuracy (AA)
8
ImageNet 100 O=5 overlap
54.25Average Accuracy
8
ImageNet100 30% influence-style deletion (retain)
71.8Retention Accuracy
8
ImageNet-C
78.81Accuracy (Level 1)
8
ImageNet 1k and six robustness variants (test)
65.58Zero-shot Mean Accuracy
8
ImageNet-100 1.0 (test)
92.5CLIP Score
8
ImageNet
68.65Robust Accuracy
8
Conditional ImageNet 128x128 (test)
1.94FID
8
Tiny-ImageNet (beta=0.5)
73.89Accuracy
8
ImageNet 4-shot
83.1Accuracy
8
ImageNet Both (test)
4.9Success Fooling Rate
8
ImageNet Clean images (test)
7.4Success Fooling Rate
8
ImageNet Backdoor images (test)
2.4Success Fooling Rate
8
ImageNet (val)
96.26Attack Success Rate (VGG16)
8
Tiny-ImageNet 20 incremental tasks (test)
0.486Accuracy
8
ImageNet Robustness 1K A R O Sketch V2
38.6ImageNet-1K Acc
8
ImageNet Source 1k (train)
74.43Accuracy
8
ImageNet 32-100
45.45Accuracy (Natural)
8
ImageNet-100 1.0 (test)
0.863Accuracy (All)
8
ImageNet
-0.018Delta AF
8
ImageNet Vid
70.6pm0
8
ImageNet-A
5.4Top-1 Accuracy
8
ImageNet Robustness Suite IN-C, C-bar, A, D, Sketch, Drawing, Cartoon, Hard (val)
62.45FGSM Accuracy
8
ImageNet 1k (val)
19.36Clean Error (%)
8
ImageNet-R
0.146ECE
8