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Certified Accuracy research benchmarks · SOTA2 Research

Certified Accuracy

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Mean Certified Accuracy (72/255) (test)

95Wins A

15

Feb 26, 2026

Mean Certified Accuracy 255/255

121Total Samples (N)

15

Feb 26, 2026

CIFAR-10 (test)

86.61Certified Accuracy (r=0.0)

9

Feb 26, 2026

80.4Certified Accuracy (Radius 0.0)

7

Feb 26, 2026

UCI radius 255/255 overall comparison

1.909Average Rank

6

Feb 26, 2026

Popular datasets

Mean Certified Accuracy ImageNet CIFAR UCI

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