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ResearchFormerly WizWand

Architecture Performance Evaluation on NAS-Bench-101 CIFAR

0.877Spearman CorrelationFT-ScoreNet
0.318520.463510.60850.75349Aug 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FT-ScoreNetTraining Dataset=NB101, Normalization=V-Norm2023.080.877
FT-ScoreNetTraining Dataset=DARTS, Normalization=V-Norm2023.080.636
Zen-ScoreNormalization=V-Norm, Category=Handcrafted2023.080.628
FT-ScoreNetTraining Dataset=NASNet, Normalization=V-Norm2023.080.56
FT-ScoreNetTraining Dataset=Amoeba, Normalization=V-Norm2023.080.529
FT-ScoreNetTraining Dataset=ENAS, Normalization=V-Norm2023.080.494
FT-ScoreNetTraining Dataset=Macro, Normalization=V-Norm2023.080.463
ParamsNormalization=V-Norm, Category=Handcrafted2023.080.431
NASWOTNormalization=V-Norm, Category=Handcrafted2023.080.388
FT-ScoreNetTraining Dataset=PNAS, Normalization=V-Norm2023.080.341
FT-ScoreNetTraining Dataset=NB201, Normalization=V-Norm2023.080.34