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ResearchFormerly WizWand

NAS Proxy Evaluation on NATS-Bench TSS ImageNet16-120 (Stratified Subset)

84.7Mean Abs Spearman CorrelationEZNAS
2.85224.10145.3566.599Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
EZNASSearch Space=TSS2024.1184.7
GM-1Search Space=TSS2024.1182.7
ZiCoSearch Space=TSS2024.1180.4
GM-3Search Space=TSS2024.1174.8
GM-2Search Space=TSS2024.1173.3
NASWOTSearch Space=TSS2024.1160
SynflowSearch Space=TSS2024.1155.8
#ParamsSearch Space=TSS2024.1143.6
Zen-NASSearch Space=TSS2024.1132.2
TE-NASSearch Space=TSS2024.1115.8
GradnormSearch Space=TSS2024.1110.5
RandomSearch Space=TSS2024.116