Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.84Accuracy (Clean)
83
Jun 8, 2026
91.8Top-1 Acc
83
Feb 26, 2026
94.6Avg Accuracy
82
Apr 3, 2026
87.3Top-1 Accuracy
82
Jul 7, 2026
0.86AUC
82
Jun 11, 2026
63.9Top-1 Acc
82
Jul 8, 2026
91.5Accuracy
82
Jun 30, 2026
31.39Error Rate
82
Apr 24, 2026
96.5Accuracy
82
Feb 27, 2026
86.4Robust Accuracy
82
Feb 26, 2026
99.6Accuracy
82
May 28, 2026
99.97Attack Success Rate (ASR)
82
Jun 2, 2026
65.29Top-1 Accuracy (Overall)
82
Feb 26, 2026
91.75Top-1 Acc
82
Feb 26, 2026
76.11Top-1 Accuracy
81
May 20, 2026
87.55Base Average Score
81
Feb 26, 2026
94.27Accuracy
81
May 12, 2026
4.44Error Rate
81
Feb 26, 2026
1.36Error Rate
81
Apr 24, 2026
79.64Mean Accuracy
81
Feb 26, 2026
94.89Accuracy
81
Apr 14, 2026
97.7Accuracy
80
Jul 8, 2026
96.28Accuracy
80
Mar 31, 2026
79.3k-NN Accuracy
80
Feb 26, 2026
0.116Error Rate
80
Feb 26, 2026