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Safety and Robustness Evaluation on ImageNet-1k

51.5Corruption Accuracy

CutMix

Updated 1mo ago

Evaluation Results

Method	Links
CutMix 2026.06		51.5	12	97	29.3	74.4
Outlier 2026.06		51.5	11.3	97.2	15.2	90.3
Mixup 2026.06		48	9.5	97.4	13	71.7
AugMix 2026.06		35.4	6.5	95.6	18.8	84.9
PixMix 2026.06		30.5	5.7	92.9	8.1	89.3
S2-FracMix 2026.06		27.8	4.8	89.2	7.12	90.4