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ResearchFormerly WizWand

Zero-cost Proxy Evaluation on NATS-Bench SSS CIFAR-100 (non-stratified)

4.4mAbs Kendall CorrRandom
1.90418.75235.652.448Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RandomSearch Space=SSS, Subset=non-stratified2024.114.4
NASWOTSearch Space=SSS, Subset=non-stratified2024.1116.1
TE-NASSearch Space=SSS, Subset=non-stratified2024.1128.1
Zen-NASSearch Space=SSS, Subset=non-stratified2024.1147
GradnormSearch Space=SSS, Subset=non-stratified2024.1148.4
EZNASSearch Space=SSS, Subset=non-stratified2024.1148.7
#ParamsSearch Space=SSS, Subset=non-stratified2024.1153.5
GM-1Search Space=SSS, Subset=non-stratified2024.1155.9
ZiCoSearch Space=SSS, Subset=non-stratified2024.1156.3
SynflowSearch Space=SSS, Subset=non-stratified2024.1159
GM-2Search Space=SSS, Subset=non-stratified2024.1162.4
GM-3Search Space=SSS, Subset=non-stratified2024.1166.8