Image Classification on ImageNet (Clean and PGD Robustness Evaluation) benchmark leaderboard · SOTA2 Research

Image Classification on ImageNet (Clean and PGD Robustness Evaluation)

81.11Clean AccuracyMixedNUTS

Evaluation Results

Method	Links
MixedNUTS2025.03		81.11	67.52	67.52	33,784,085	2,758,488	91.83	—
Swin-L2025.03		78.19	59.27	59.27	29,396,885	2,646,549	91	91.02
ConvNeXt-L2025.03		77.48	58.15	58.15	29,110,933	2,681,126	90.79	90.53
ViT-B-ConvStem2025.03		76.12	55.03	55.03	27,555,582	16,073,533	41.67	40.4
XCiT-S122025.03		72.54	42.7	42.7	21,409,926	2,160,645	89.91	89.44