Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
78.58Clean Accuracy
8
Feb 26, 2026
12.36Error Rate
8
Feb 26, 2026
23.11Error Rate
8
Feb 26, 2026
99.2Top-1 Accuracy
8
Feb 26, 2026
1.047ACR
8
Feb 27, 2026
64Acc (Many)
8
Feb 26, 2026
79.27Accuracy (Clean)
8
Feb 26, 2026
95.91Accuracy (No Noise 0%)
8
Feb 26, 2026
0.769NLL
8
Feb 26, 2026
0.33NLL
8
Feb 26, 2026
14.76Test Error Rate
8
Feb 26, 2026
14.79Test Error
8
Feb 26, 2026
99Clean Accuracy
8
Feb 26, 2026
-2.8Relative Accuracy Decrease (%)
8
Feb 26, 2026
0.377Top-1 Error
8
Feb 26, 2026
0.044Top-1 Error
8
Feb 26, 2026
34.18Accuracy
8
Mar 9, 2026
59.3Accuracy
8
Feb 26, 2026
60.18Accuracy
8
Feb 26, 2026
98.74Accuracy (Symmetric, 20%)
8
Feb 26, 2026
72.42Accuracy
8
Feb 26, 2026
84.52Clean Accuracy
8
Feb 27, 2026
90.62Accuracy
8
Feb 26, 2026
19.08Balanced Error Rate
8
Feb 26, 2026
49.43Top-1 Error Rate
8
Feb 26, 2026