Robust Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
95.32Clean Accuracy
68
May 27, 2026
85.26WGA
33
Jun 23, 2026
83.6WGA
26
Jun 4, 2026
89.38Accuracy (Snow)
16
Jun 26, 2026
92.19Classification Accuracy
12
Feb 26, 2026
90RA
12
Feb 26, 2026
73.85Clean Accuracy
6
Feb 26, 2026
11.41Error
5
Mar 17, 2026
2.51Robust Accuracy
4
Feb 27, 2026
19.15Robust Accuracy
4
Feb 27, 2026
213Robust Accuracy
4
Feb 27, 2026
16.76Robust Accuracy
4
Feb 27, 2026
8.65Zero-shot Robust Accuracy
4
Feb 27, 2026
6Robust Accuracy
4
Feb 27, 2026
—
—Robust Accuracy
0
Feb 27, 2026
—
—Robust Accuracy
0
Feb 27, 2026
—
—Robust Accuracy
0
Feb 27, 2026
—
—Primary metric
0
Feb 26, 2026
—
—Primary metric
0
Feb 26, 2026