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Certified Image Classification research benchmarks · SOTA2 Research

Certified Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.45Certified Accuracy (r=0.00)

27

Feb 27, 2026

Tiny ImageNet epsilon=1/255 (test)

42.1Clean Accuracy

16

Jun 2, 2026

CIFAR-10 epsilon=2/255 (test)

81.96Clean Accuracy

16

Jun 2, 2026

DomainNet (test)

63Certified Accuracy (r=0.00)

5

May 29, 2026

62Certified Accuracy (r=0.00)

5

May 29, 2026

Popular datasets

ImageNet DomainNet CIFAR-10 CelebA MNIST

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