Image Classification on ImageNet-1K (test) (Accuracy and Efficiency)
0.8071AccuracyMergeMix
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MergeMixBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=true, Hardware=NVIDIA A1002025.10 | 0.8071 | 1,591.66 | 3.56 | |
| TransMixBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.8044 | 1,375.17 | 4.24 | |
| CutMixBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.8013 | 1,374.61 | 4.24 | |
| DeiTBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.798 | 1,374.2 | 4.24 | |
| SMMixBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.7936 | 1,373.93 | 4.24 | |
| MixProBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.7933 | 1,373.62 | 4.24 | |
| MixUpBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.778 | 1,374.54 | 4.24 | |
| VanillaBackbone=DeiT-Small, ForwardDy. (Dynamic Forwarding)=false, Hardware=NVIDIA A1002025.10 | 0.7566 | 1,375.8 | 4.24 |