Image Classification on CIFAR-100 (Pixel Corruption Robustness Evaluation)
63.6Clean AccuracyLipNeXt L32W2896
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LipNeXt L32W2896#Param.=512M2026.01 | 63.6 | 55.2 | 39.2 | 28.3 | |
| LipNeXt L32W2048#Param.=256M2026.01 | 62.1 | 51.2 | 38.5 | 27.5 | |
| BRO#Param.=68M2026.01 | 61.6 | 49.1 | 37.7 | 27.2 | |
| Cayley#Param.=68M2026.01 | 61.1 | 48.7 | 37.8 | 27.5 | |
| Lip-reg#Param.=83M2026.01 | 61.1 | 48.9 | 37.5 | 27.6 | |
| SOC#Param.=83M2026.01 | 60.9 | 48.9 | 37.6 | 27.8 | |
| LOT#Param.=59M2026.01 | 59.4 | 47.6 | 36.6 | 26.3 | |
| Cholesky#Param.=68M2026.01 | 59.4 | 47.4 | 36.8 | 26.9 | |
| SLL#Param.=83M2026.01 | 59.4 | 47.6 | 36.6 | 27 |