ResearchBenchmarksSafety and Robustness Evaluation on ImageNet-1kSafety and Robustness Evaluation on ImageNet-1kFollow51.5Corruption AccuracyCutMix26.85233.25139.6546.049Jun 24, 2026Evaluation resultsMethodMethodLinksCorruption AccuracyConsistency ScoreAdversarial Robustness AccuracyCalibration Error (ECE)Anomaly Detection ScoreCutMix2026.0651.5129729.374.4Outlier2026.0651.511.397.215.290.3Mixup2026.06489.597.41371.7AugMix2026.0635.46.595.618.884.9PixMix2026.0630.55.792.98.189.3S2-FracMix2026.0627.84.889.27.1290.4