Robust Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
35.63Top-1 Acc
48
Feb 26, 2026
31.58Top-1 Accuracy
30
Feb 26, 2026
72.6Worst-Group Accuracy
23
Feb 26, 2026
92.9WGA
22
Jun 23, 2026
66.2Accuracy (Natural)
8
Jul 8, 2026
83.9AGA Score
7
May 7, 2026
81.3AGA
7
May 7, 2026
79.6AGA
7
May 7, 2026
94.5AGA Score
7
May 7, 2026
2.3CW
6
Feb 27, 2026
54.1CW Accuracy
6
Feb 27, 2026