Adversarial Defense
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.62Standard Accuracy
30
May 27, 2026
99.8ASR (%)
21
Feb 26, 2026
66.05FID
12
Jun 11, 2026
55.46FID
12
Jun 11, 2026
51.74FID
12
Jun 11, 2026
84.6FID
12
Jun 11, 2026
78.6Classification Accuracy
5
Jun 30, 2026
41Accuracy
5
Feb 26, 2026
7.3FID
4
Jun 11, 2026
7.64FID
4
Jun 11, 2026
73DSR
4
Mar 31, 2026
90.7Defense Success Rate (DSR)
4
Mar 31, 2026
79.6DSR
4
Mar 31, 2026
101.4DSR
4
Mar 31, 2026
11.5Fooling % (Hard)
3
Apr 14, 2026
0.11Time (s)
2
Feb 26, 2026