Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
50.1Combined Top-1 Acc
2
Feb 26, 2026
57Top-1 Accuracy (Combined)
2
Feb 26, 2026
65.5Average Accuracy
2
Feb 26, 2026
84.7Top-1 Accuracy
2
Feb 26, 2026
76.43ID-ACC
2
Feb 26, 2026
60.91-shot Acc
2
Feb 26, 2026
69.3Accuracy (1-shot)
2
Feb 26, 2026
77.2Accuracy
2
Feb 26, 2026
53.65Deployment Accuracy
2
Feb 26, 2026
9.94Top-1 Error Rate
2
Feb 26, 2026
79Improved Samples (%)
2
Feb 26, 2026
13.87L2 Weight Norm
2
Feb 26, 2026
9.05Weight L2 Norm
2
Feb 26, 2026
102.11L2 Weight Norm
2
Feb 26, 2026
15.01Weight L2 Norm
2
Feb 26, 2026
13.41L2 Norm (||W||2)
2
Feb 26, 2026
7.11L2 Norm Weight
2
Feb 26, 2026
100Class Consistency
2
Feb 26, 2026
70.58Top-1 Accuracy
2
Feb 26, 2026
42.03Top-1 Accuracy
2
Feb 26, 2026
41.47Accuracy
2
Feb 26, 2026
69.41Accuracy
2
Feb 26, 2026
69.29Accuracy
2
Feb 26, 2026
93.44Accuracy
2
Feb 26, 2026
90.01Accuracy
2
Feb 26, 2026