Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.9Attack Success Rate
5
Feb 26, 2026
96.37Accuracy
5
Feb 26, 2026
1.05Expected ||∇f(x)||^2
5
Feb 26, 2026
6.2Gradient Norm (L2)
5
Feb 26, 2026
67.8Accuracy
5
Feb 26, 2026
75.2Accuracy
5
Feb 26, 2026
80.9Accuracy
5
Feb 26, 2026
85.9Accuracy
5
Feb 26, 2026
83.3ImageNet Accuracy
5
Feb 26, 2026
26.6Top-1 Acc
5
Feb 26, 2026
44.8Top-1 Acc
5
Feb 26, 2026
82.33Natural Accuracy
5
Feb 26, 2026
95.94Natural Accuracy
5
Feb 26, 2026
76.71Top-1 Acc
5
Feb 26, 2026
56.4Accuracy
5
Feb 26, 2026
65Accuracy
5
Feb 26, 2026
63.6Accuracy
5
Feb 26, 2026
11.01Accuracy
5
Feb 26, 2026
29.3Accuracy
5
Feb 26, 2026
47.23Accuracy
5
Feb 26, 2026
99.9Bias-Aligned Accuracy
5
Feb 26, 2026
99.97Bias-Aligned Accuracy
5
Feb 26, 2026
100Bias Aligned Score
5
Feb 26, 2026
1Aligned Accuracy
5
Feb 26, 2026
0.341Accuracy
5
Feb 26, 2026