Image Classification on ImageNet 1k (val) (Robustness Accuracy & CRA)
57Clean Accuracy (eps=36/255)LipNeXt L32W5792
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LipNeXt L32W5792#Param.=2B, Training Speed=17.8, Use EDM=false2026.01 | 57 | 41 | 22.4 | 41.2 | |
| LipNeXt L32W4096#Param.=1B, Training Speed=8.9, Use EDM=false2026.01 | 55.9 | 40.2 | 21.1 | 40.3 | |
| BRONet#Param.=86M, Use EDM=true2026.01 | 52.3 | — | — | 40.7 | |
| BRONet#Param.=86M, Training Speed=10.5, Use EDM=false2026.01 | 49.3 | — | — | 37.6 | |
| LiResNet++#Param.=83M, Use EDM=true2026.01 | 49 | — | — | 38.3 | |
| LiResNet#Param.=51M, Training Speed=5.3, Use EDM=false2026.01 | 45.6 | 18.8 | 14.2 | 35 |