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Adversarial Purification research benchmarks · SOTA2 Research

Adversarial Purification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96Standard Accuracy

68

Jul 7, 2026

80.84Average Accuracy

38

Mar 31, 2026

CIFAR-10 (test)

95.57Standard Accuracy

24

Feb 26, 2026

0.09FDFR

21

Feb 26, 2026

RAMRM-PureMaskDiT

95.39Accuracy

7

Jul 7, 2026

Diffusion-based Purification (val)

0.271LPIPS

7

Mar 18, 2026

80.2Standard Accuracy

6

Jul 7, 2026

Popular datasets

CIFAR ImageNet CelebA SVHN Diffusion-based Purification

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