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Adversarial Image Classification research benchmarks · SOTA2 Research

Adversarial Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

58.82Clean Accuracy

24

Apr 28, 2026

CIFAR-100 (test)

67.4SA

16

Feb 26, 2026

54.8CW Accuracy

8

Jun 23, 2026

CIFAR-100 (test)

28.37Accuracy (Exit 1)

3

Feb 26, 2026

Quantum Classifier (MerLin)

0.98Clean Accuracy

1

Feb 26, 2026

Popular datasets

CIFAR CIFAR-100 MNIST Flower

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