Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
95.41Average Group Accuracy (Top-1)
40
Jun 11, 2026
91.13Worst Group Top-1 Accuracy
40
Jun 11, 2026
99.4Top-1 Robust Accuracy
40
Jun 23, 2026
92.86Clean Accuracy
40
May 19, 2026
72.85Clean Accuracy (CIFAR-100 Test)
40
May 8, 2026
72.04Clean Accuracy
40
May 8, 2026
94.85Accuracy
40
May 26, 2026
78.82F1 Score
40
Apr 1, 2026
76.19Accuracy
40
Apr 6, 2026
99.8Accuracy
40
Jun 11, 2026
86.21Score (%)
40
Jul 8, 2026
9.1Classification Error
40
Feb 26, 2026
3.8Error Rate
40
Feb 26, 2026
60.29Natural Accuracy
40
Feb 26, 2026
85.07Natural Accuracy
40
Feb 26, 2026
87.09Max Top-1 Acc
40
Feb 26, 2026
94.117Mean Accuracy
40
Feb 26, 2026
86.39Clean Accuracy
40
Feb 26, 2026
86.39Clean Accuracy
40
Feb 26, 2026
83Top-1 Accuracy
40
Feb 26, 2026
49Accuracy
40
Feb 26, 2026
73Accuracy
40
Feb 26, 2026
61Clean Error
40
Feb 26, 2026
94.5Accuracy
40
Mar 4, 2026
78.2Linear Probing Accuracy
40
May 26, 2026