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ResearchFormerly WizWand

Zero-cost Proxy Evaluation on NATS-Bench SSS CIFAR-10 (non-stratified)

0.768mAbs Kendall Corr (x100)Synflow
0.010880.207440.4040.60056Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SynflowSearch Space=SSS, Subset=non-stratified2024.110.768
GM-3Search Space=SSS, Subset=non-stratified2024.110.756
ZiCoSearch Space=SSS, Subset=non-stratified2024.110.731
Zen-NASSearch Space=SSS, Subset=non-stratified2024.110.726
EZNASSearch Space=SSS, Subset=non-stratified2024.110.725
GM-2Search Space=SSS, Subset=non-stratified2024.110.685
#ParamsSearch Space=SSS, Subset=non-stratified2024.110.674
GM-1Search Space=SSS, Subset=non-stratified2024.110.518
NASWOTSearch Space=SSS, Subset=non-stratified2024.110.381
TE-NASSearch Space=SSS, Subset=non-stratified2024.110.342
GradnormSearch Space=SSS, Subset=non-stratified2024.110.187
RandomSearch Space=SSS, Subset=non-stratified2024.110.04