Targeted Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.65ASR
56
Apr 10, 2026
100ASR
56
Apr 10, 2026
48ASR@3
55
Apr 28, 2026
34.77Mean L2 Distortion (2K Budget)
38
Feb 26, 2026
62ASR (%)
25
Feb 26, 2026
1,080LC
18
May 20, 2026
1,492LC
18
May 20, 2026
1,284LC
18
May 20, 2026
100ASR-R@1 (mean)
18
Apr 1, 2026
67.4ASR
16
May 22, 2026
84.04ASR (%)
14
Feb 26, 2026
97.78ASR
14
Feb 26, 2026
0.918ASR
14
Feb 26, 2026
83.91ASR
14
Feb 26, 2026
96CNX Robustness
13
Apr 6, 2026
4Attack Success Rate (ASR)
8
May 22, 2026
12.1ASR
8
May 22, 2026
12.1ASR
8
May 22, 2026
3.8ASR
8
May 22, 2026
3.3ASR
8
May 22, 2026
50.8ASR
8
May 22, 2026
72.9ASR
8
May 22, 2026
76.8ASR
8
May 22, 2026
44.5Attack Success Rate (ASR)
8
May 22, 2026
46.9Attack Success Rate (ASR)
8
May 22, 2026