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Explanation Hardening Evaluation research benchmarks · SOTA2 Research

Explanation Hardening Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GTSRB 2.5% utility loss, ϵ = 9, δ = 10⁻⁵ (test)

0.39MLS (TPR@0.1% FPR) Pre

30

Feb 26, 2026

CIFAR-100 8% utility loss, ϵ = 10, δ = 10⁻⁵ (test)

0.64MLS (TPR@0.1% FPR) Pre-Hardening

30

Feb 26, 2026

CIFAR-10 10% utility loss, ϵ = 8, δ = 10⁻⁵ (test)

45.44MLS (Pre-Hardening, TPR@0.1% FPR)

30

Feb 26, 2026

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