Safety and Robustness Evaluation on ImageNet-1k benchmark leaderboard · SOTA2 Research

Safety and Robustness Evaluation on ImageNet-1k

51.5Corruption AccuracyCutMix

Evaluation Results

Method	Links
CutMix2026.06		51.5	12	97	29.3	74.4
Outlier2026.06		51.5	11.3	97.2	15.2	90.3
Mixup2026.06		48	9.5	97.4	13	71.7
AugMix2026.06		35.4	6.5	95.6	18.8	84.9
PixMix2026.06		30.5	5.7	92.9	8.1	89.3
S2-FracMix2026.06		27.8	4.8	89.2	7.12	90.4