Image Classification on Tiny-ImageNet (Clean %, VRA %)
46.7Clean AccuracyGloRo + EMMA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GloRo + EMMAArchitecture=LiResNet, Specification=12L512W, #Param. (M)=49, Data Augmentation=DDPM2023.01 | 46.7 | 33.6 | |
| GloRo + EMMAArchitecture=LiResNet, Specification=12L512W, #Param. (M)=492023.01 | 44.6 | 30.6 | |
| GloRo + EMMAArchitecture=LiResNet, Specification=6L128W, #Param. (M)=52023.01 | 40.8 | 29 | |
| Local-Lip NetArchitecture=ConvNet, Specification=8C2F, #Param. (M)=22023.01 | 36.9 | 23.4 | |
| GloRoArchitecture=ConvNet, Specification=8C2F, #Param. (M)=22023.01 | 35.5 | 22.4 | |
| SLLArchitecture=ResNet, Specification=XL, #Param. (M)=2362023.01 | 32.1 | 23.2 |