Targeted Adversarial Attack
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
47Success Count
5
Feb 26, 2026
94.2VQA General Performance
4
May 4, 2026
83.8Average Success Rate
4
Apr 6, 2026
76Attack Result 1
4
Apr 6, 2026
81Targeted Attack Metric T1
4
Apr 6, 2026
58Attack Success Rate (T1)
4
Apr 6, 2026
81Target 1 Score
4
Apr 6, 2026
86T1 Success Rate
4
Apr 6, 2026
89T1 Success Rate
4
Apr 6, 2026
54Target 1 Success Rate
4
Apr 6, 2026
98.5Average Queries
4
Feb 26, 2026
520ASR
4
Feb 26, 2026
6.2ASR
4
Feb 26, 2026
8.2ASR
4
Feb 26, 2026
91ASR
4
Feb 26, 2026
11.8ASR
4
Feb 26, 2026
360ASR
4
Feb 26, 2026
16.8ASR
4
Feb 26, 2026
99.7Fooling Rate
4
Feb 26, 2026
99.4Fooling Rate
4
Feb 26, 2026
95.9Fooling Rate
4
Feb 26, 2026
87.7Targeted Attack Success Rate
3
Feb 26, 2026
89.6Success Rate
3
Feb 26, 2026
50.1VGG-16 Performance Score
2
Feb 26, 2026