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ResearchFormerly WizWand

Image Classification on ImageNet-1K (test) (Test Error)

17Test ErrorLIBRA
16.47620.01323.5527.087May 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
LIBRASearch Space=Autoformer Small, Search approach=TF, Params (M)=23.1, Search Time (GPU days)=0.12025.0517
AZ-NASSearch Space=Autoformer Small, Search approach=TF, Params (M)=23.8, Search Time (GPU days)=0.072025.0517.8
SWAGSearch Space=Autoformer Small, Search approach=TF, Params (M)=23.7, Search Time (GPU days)=0.052025.0517.8
TF-TASSearch Space=Autoformer Small, Search approach=TF, Params (M)=23.9, Search Time (GPU days)=0.52025.0518.1
AutoformerSearch Space=Autoformer Small, Search approach=evolution, Params (M)=22.9, Search Time (GPU days)=242025.0518.3
LIBRASearch Space=DARTS, Search approach=TF, Params (M)=5.7, Search Time (GPU days)=0.32025.0523.1
SWAGSearch Space=DARTS, Search approach=TF, Params (M)=5.8, Search Time (GPU days)=0.112025.0523.4
AZ-NASSearch Space=DARTS, Search approach=TF, Params (M)=6.2, Search Time (GPU days)=0.72025.0523.6
PC-DARTSSearch Space=DARTS, Search approach=gradient, Params (M)=5.3, Search Time (GPU days)=3.82025.0524.2
AmoebaNet-CSearch Space=DARTS, Search approach=evolution, Params (M)=6.4, Search Time (GPU days)=31502025.0524.3
NASNet-ASearch Space=DARTS, Search approach=RL, Params (M)=5.3, Search Time (GPU days)=20002025.0526
SynFlowSearch Space=DARTS, Search approach=TF, Params (M)=6.3, Search Time (GPU days)=0.52025.0530.1