Image Classification on ImageNet-1K (test) (Test Error)
17Test ErrorLIBRA
Evaluation Results
| Method | Links | |
|---|---|---|
| LIBRASearch Space=Autoformer Small, Search approach=TF, Params (M)=23.1, Search Time (GPU days)=0.12025.05 | 17 | |
| AZ-NASSearch Space=Autoformer Small, Search approach=TF, Params (M)=23.8, Search Time (GPU days)=0.072025.05 | 17.8 | |
| SWAGSearch Space=Autoformer Small, Search approach=TF, Params (M)=23.7, Search Time (GPU days)=0.052025.05 | 17.8 | |
| TF-TASSearch Space=Autoformer Small, Search approach=TF, Params (M)=23.9, Search Time (GPU days)=0.52025.05 | 18.1 | |
| AutoformerSearch Space=Autoformer Small, Search approach=evolution, Params (M)=22.9, Search Time (GPU days)=242025.05 | 18.3 | |
| LIBRASearch Space=DARTS, Search approach=TF, Params (M)=5.7, Search Time (GPU days)=0.32025.05 | 23.1 | |
| SWAGSearch Space=DARTS, Search approach=TF, Params (M)=5.8, Search Time (GPU days)=0.112025.05 | 23.4 | |
| AZ-NASSearch Space=DARTS, Search approach=TF, Params (M)=6.2, Search Time (GPU days)=0.72025.05 | 23.6 | |
| PC-DARTSSearch Space=DARTS, Search approach=gradient, Params (M)=5.3, Search Time (GPU days)=3.82025.05 | 24.2 | |
| AmoebaNet-CSearch Space=DARTS, Search approach=evolution, Params (M)=6.4, Search Time (GPU days)=31502025.05 | 24.3 | |
| NASNet-ASearch Space=DARTS, Search approach=RL, Params (M)=5.3, Search Time (GPU days)=20002025.05 | 26 | |
| SynFlowSearch Space=DARTS, Search approach=TF, Params (M)=6.3, Search Time (GPU days)=0.52025.05 | 30.1 |