ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet and Robustness Variants zero-shot v1, v2, A, R, S, ObjectNet
75.6Average Class Accuracy
5
ImageNet 12 categories (val)
88.3UA
5
ImageNet-S
72.7NMI
5
ImageNet V2
79.6NMI
5
ImageNet-C
75NMI
5
Tiny-ImageNet
22.33Unlearning Runtime (s)
5
ImageNet-1k (val)
83.11Top-1 Accuracy @ 0% Threshold
5
ImageNet 1k (val)
75.2Top-1 Acc
5
ImageNet Diffusion
100Accuracy (Clean)
5
ImageNet-A (test)
9.01Inference Time (ms)
5
ImageNet-R (test)
7.39Inference Time (ms)
5
ImageNet
81.11Clean Accuracy
5
ImageNet-compatible 100 images
47Success Count
5
ImageNet100
99.98Robustness (BIM)
5
ImageNet MIFGSM attack (test)
99.31AUROC
5
Tiny ImageNet (train)
2.4Training Speed (s/iter)
5
ImageNet 1k (val)
76.13Accuracy
5
ImageNet (test)
3.67BPD
5
ImageNet-100 1.0 (test)
94.77Accuracy
5
Mini-ImageNet (MIN)
59.48Top-1 Acc
5
ImageNet 1k (val)
79.3Accuracy
5
ImageNet-100 (test)
87.8Seen Accuracy
5
mini-ImageNet (train)
70.4Average Score
5
ImageNet l-infinity, epsilon=4/255, 1000 samples (test)
0.78Kendall Tau Correlation
5
ImageNet 1K
62.1Natural Accuracy
5