Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
85.21Clean Accuracy
4
Feb 26, 2026
77.87Accuracy
4
Feb 26, 2026
57Accuracy
4
Feb 26, 2026
1.52DTD
4
Feb 26, 2026
0.68SCE
4
Feb 26, 2026
0.52SCE
4
Feb 26, 2026
12Sample Classification Error
4
Feb 26, 2026
17SCE
4
Feb 26, 2026
0.51SCE Loss
4
Feb 26, 2026
1.44SCE
4
Feb 26, 2026
95.933Best Leaderboard Accuracy
4
Feb 26, 2026
98.2Accuracy
4
Feb 26, 2026
98.2Accuracy (Seed 0)
4
Feb 26, 2026
22.04Test Error (%)
4
Feb 26, 2026
72Accuracy
4
Feb 26, 2026
71.8Accuracy
4
Feb 26, 2026
50Accuracy
4
Feb 26, 2026
22.8Clean Error Rate
4
Feb 26, 2026
66Certified Acc (r=0.0)
4
Feb 26, 2026
42.24Relative Improvement RG(ŷ)(0-1), eps=0.01
4
Feb 26, 2026
55.16Rel Imp RG(ŷ)(0-1) ε=0.01
4
Feb 26, 2026
90.87Base Accuracy
4
Feb 26, 2026
97.6Base Accuracy
4
Feb 26, 2026
98.2Base Accuracy
4
Feb 26, 2026
77.5Base Accuracy
4
Feb 26, 2026