Image Classification on CIFAR-10 (test) (Clean Accuracy and CRA Robustness)
85Clean AccuracyLipNeXt L32W2048
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LipNeXt L32W2048#Param.=256M2026.01 | 85 | 73.2 | 58.8 | 43.3 | |
| BRONet#Param.=68M2026.01 | 81.6 | 70.6 | 57.2 | 42.5 | |
| LipNeXt L32W1024#Param.=64M2026.01 | 81.5 | 71.2 | 59.2 | 45.9 | |
| LiResNet#Param.=83M2026.01 | 81 | 69.8 | 56.3 | 42.9 | |
| CPL XL#Param.=236M2026.01 | 78.5 | 64.4 | 48 | 33 | |
| LOT-20#Param.=18M2026.01 | 77.1 | 64.3 | 49.5 | 36.3 | |
| SOC-20#Param.=27M2026.01 | 76.3 | 62.6 | 48.7 | 36 | |
| Cayley Large#Param.=21M2026.01 | 74.6 | 61.4 | 46.4 | 32.1 | |
| SLL X-Large#Param.=236M2026.01 | 73.3 | 64.8 | 55.7 | 47.1 | |
| AOL Large#Param.=136M2026.01 | 71.6 | 64 | 56.4 | 49 |