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ResearchFormerly WizWand

Architecture Performance Evaluation on NAS-Bench-201 CIFAR

0.939Spearman CorrelationFT-ScoreNet
0.368040.516270.66450.81273Aug 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FT-ScoreNetTraining Dataset=NB201, Normalization=V-Norm2023.080.939
NASWOTNormalization=V-Norm, Category=Handcrafted2023.080.824
FT-ScoreNetTraining Dataset=Amoeba, Normalization=V-Norm2023.080.789
FT-ScoreNetTraining Dataset=PNAS, Normalization=V-Norm2023.080.789
FT-ScoreNetTraining Dataset=ENAS, Normalization=V-Norm2023.080.756
ParamsNormalization=V-Norm, Category=Handcrafted2023.080.725
FT-ScoreNetTraining Dataset=Macro, Normalization=V-Norm2023.080.721
FT-ScoreNetTraining Dataset=NB101, Normalization=V-Norm2023.080.704
FT-ScoreNetTraining Dataset=DARTS, Normalization=V-Norm2023.080.695
Zen-ScoreNormalization=V-Norm, Category=Handcrafted2023.080.429
FT-ScoreNetTraining Dataset=NASNet, Normalization=V-Norm2023.080.39