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ResearchFormerly WizWand

Zero-cost Proxy Evaluation on NATS-Bench SSS ImageNet16-120 (non-stratified)

0.795mKendall Corr (abs)Synflow
0.0150.21750.420.6225Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SynflowSearch Space=SSS, Subset=non-stratified2024.110.795
GM-2Search Space=SSS, Subset=non-stratified2024.110.78
ZiCoSearch Space=SSS, Subset=non-stratified2024.110.735
GM-3Search Space=SSS, Subset=non-stratified2024.110.702
Zen-NASSearch Space=SSS, Subset=non-stratified2024.110.67
#ParamsSearch Space=SSS, Subset=non-stratified2024.110.656
EZNASSearch Space=SSS, Subset=non-stratified2024.110.57
GM-1Search Space=SSS, Subset=non-stratified2024.110.497
NASWOTSearch Space=SSS, Subset=non-stratified2024.110.407
TE-NASSearch Space=SSS, Subset=non-stratified2024.110.388
GradnormSearch Space=SSS, Subset=non-stratified2024.110.368
RandomSearch Space=SSS, Subset=non-stratified2024.110.045