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ResearchFormerly WizWand

Architecture Performance Evaluation on PNAS search space CIFAR

0.758Spearman CorrelationFT-ScoreNet
-0.124960.104270.33350.56273Aug 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FT-ScoreNetTraining Dataset=Amoeba, Normalization=V-Norm2023.080.758
FT-ScoreNetTraining Dataset=PNAS, Normalization=V-Norm2023.080.723
FT-ScoreNetTraining Dataset=ENAS, Normalization=V-Norm2023.080.696
FT-ScoreNetTraining Dataset=DARTS, Normalization=V-Norm2023.080.682
FT-ScoreNetTraining Dataset=NASNet, Normalization=V-Norm2023.080.58
ParamsNormalization=V-Norm, Category=Handcrafted2023.080.541
NASWOTNormalization=V-Norm, Category=Handcrafted2023.080.496
Zen-ScoreNormalization=V-Norm, Category=Handcrafted2023.080.259
FT-ScoreNetTraining Dataset=Macro, Normalization=V-Norm2023.080.116
FT-ScoreNetTraining Dataset=NB201, Normalization=V-Norm2023.080.029
FT-ScoreNetTraining Dataset=NB101, Normalization=V-Norm2023.08-0.091