Untargeted Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.74Attack Success Rate
56
Apr 10, 2026
100ASR
56
Apr 10, 2026
9.91Mean L2 Distortion (2K Budget)
42
Feb 26, 2026
0.098GED
7
May 28, 2026
0.055GED
7
May 28, 2026
47.7Attack Success Rate
6
Feb 26, 2026
77.7Attack Success Rate
6
Feb 26, 2026
87Attack Success Rate
6
Feb 26, 2026
94.8Attack Success Rate
6
Feb 26, 2026
98.4AlexNet
4
Mar 31, 2026
86.8Overall Attack Success Rate
3
Mar 31, 2026
97.4ViT-S Accuracy
3
Mar 31, 2026
64.6Swin-B Accuracy
2
Mar 31, 2026
74.2Robust Accuracy
2
Mar 31, 2026