Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.3Top-1 Acc
110
Jun 2, 2026
79.48Top-5 Acc
110
Feb 26, 2026
86.2Avg Top-1 Acc (ImageNet-C L5)
110
Jul 7, 2026
88.19Base Score
108
May 14, 2026
99.6Accuracy
108
Jun 15, 2026
83.65Accuracy (CIFAR-10-C Brightness 5)
107
May 19, 2026
0.998Top-1 Acc
107
May 19, 2026
86.7Accuracy
106
May 19, 2026
81.6Harmonic Mean Top-1 Acc
106
Apr 21, 2026
0.434Top-1 Accuracy
105
Feb 26, 2026
69.77Accuracy (ImageNetV2)
105
May 13, 2026
33.8mCE
105
May 11, 2026
0.59Test Error (%)
105
Feb 26, 2026
91.38Worst-group Accuracy
104
Apr 3, 2026
93.4Average Worst-Group Accuracy
104
Apr 3, 2026
99.06Avg Minority-Group Acc
104
Apr 3, 2026
98.41Base Accuracy
104
Mar 18, 2026
99.8Accuracy
104
Jun 23, 2026
86.07Accuracy
104
Feb 26, 2026
91.9Robustness
104
Feb 26, 2026
97.31Accuracy
104
Apr 2, 2026
94.9Accuracy
103
Jun 4, 2026
91.06Accuracy
103
Feb 26, 2026
89.56Accuracy (%)
102
Jun 18, 2026
86Top-1 Acc
102
Mar 4, 2026