Adversarial Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
64ASR
6
Jun 5, 2026
75ASR (OM)
6
Jun 4, 2026
67.29Attack Success Rate (OM)
6
Jun 4, 2026
67.29ASR (OM)
6
Jun 4, 2026
34.29Top-3 Success Rate
6
May 13, 2026
50.8ASR (Gemini-3-Pro)
6
May 8, 2026
1.521In-AE
6
Apr 7, 2026
62.97In-AE
6
Apr 7, 2026
0.632In-AE
6
Apr 7, 2026
0.363In-Sample AE
6
Apr 7, 2026
97.1ASR (SVM)
6
Feb 26, 2026
74.25ASR (%)
6
Feb 26, 2026
0.658ASR
6
Feb 26, 2026
10.97ASR
6
Feb 26, 2026
9,936ASR
6
Feb 26, 2026
9,518ASR (IoU=0.01)
6
Feb 26, 2026
29.08Contriever Score
6
Feb 26, 2026
27.02Contriever Score
6
Feb 26, 2026
86.92Contriever
6
Feb 26, 2026
52.55Contriever
6
Feb 26, 2026
86.54Contriever
6
Feb 26, 2026
4.33Avg Latency (ms)
6
Feb 26, 2026
1.03Median ||δ||p
6
Feb 26, 2026
100Success Rate
5
Jun 12, 2026
1.3Median L2 Distance
5
May 1, 2026