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ResearchFormerly WizWand

Accuracy Prediction on NAS-Bench-201 (10% train)

0.901Kendall's TauNAR-Former
0.5110.612250.71350.81475Jun 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
NAR-FormerBackbone=Transformer, Self-evolution strategy (SE)=false2023.060.901
NAR-Former V2Backbone=Transformer, Self-evolution strategy (SE)=false2023.060.888
TNASP + SEBackbone=Transformer, Self-evolution strategy (SE)=true2023.060.726
TNASPBackbone=Transformer, Self-evolution strategy (SE)=false2023.060.724
NP + SEBackbone=GNN, Self-evolution strategy (SE)=true2023.060.649
NPBackbone=GNN, Self-evolution strategy (SE)=false2023.060.646
NAO + SEBackbone=LSTM, Self-evolution strategy (SE)=true2023.060.528
NAOBackbone=LSTM, Self-evolution strategy (SE)=false2023.060.526