Adversarial Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
85.61ASR
42
Feb 26, 2026
0ASR
40
May 6, 2026
99.8ASR
40
Feb 26, 2026
99.83ASR
38
May 21, 2026
99.9ASR (MN-v2)
38
Feb 26, 2026
83.84ASR
37
Feb 26, 2026
87.23Attack Success Rate
37
Feb 26, 2026
87.65Attack Success Rate (ASR)
37
Feb 26, 2026
67.51Attack Success Rate
37
Feb 26, 2026
84.57Attack Success Rate
37
Feb 26, 2026
72.1ASR (%)
36
May 15, 2026
79MTR
36
Apr 21, 2026
130.26Cumulative Reward
36
Feb 26, 2026
65.73Cumulative Reward
36
Feb 26, 2026
96.31ASR (%)
35
Feb 26, 2026
0HB ASR
32
Jun 16, 2026
72.64ASR
32
May 21, 2026
5.4ASR
32
May 12, 2026
0.96Average Cumulative Reward
32
Mar 17, 2026
99Average Cumulative Reward
32
Mar 17, 2026
1.21Normal Count/Score
32
Feb 26, 2026
3.56SST-2 Speedup
32
Feb 26, 2026
99.25Attack Success Rate
31
May 21, 2026
78.8ASR
30
Apr 6, 2026
38T Score
30
Feb 26, 2026