Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
72.19Accuracy
5
Feb 26, 2026
69.2Accuracy
5
Feb 26, 2026
76.8Accuracy
5
Feb 26, 2026
90.18Accuracy (1:1)
5
Feb 26, 2026
86.79Accuracy (1:1)
5
Feb 26, 2026
69.65Accuracy (p=0.8)
5
Feb 26, 2026
66.21Accuracy (p=0.8)
5
Feb 26, 2026
42.25Clean Error
5
Feb 26, 2026
35.26Clean Error Rate
5
Feb 26, 2026
29.8Accuracy
5
Feb 26, 2026
28Accuracy
5
Feb 26, 2026
35.7Accuracy
5
Feb 26, 2026
41.5Accuracy
5
Feb 26, 2026
89Sparsity
5
Feb 26, 2026
99.65SNN Accuracy
5
Feb 26, 2026
81Accuracy
5
Feb 26, 2026
77.9Accuracy
5
Feb 26, 2026
60.4Accuracy
5
Feb 26, 2026
59.29Accuracy (ImageNet-A)
5
Feb 26, 2026
22.7Top-1 Acc
5
Feb 26, 2026
56.36Top-1 Accuracy
5
Feb 26, 2026
-2.35IN-9 Gap
5
Feb 26, 2026
79Accuracy (10% Noise)
5
Feb 26, 2026
95.9Accuracy (10% Noise)
5
Feb 26, 2026
0.93NLL
5
Feb 26, 2026