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ResearchFormerly WizWand

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

0.611Mean Absolute Kendall CorrelationEZNAS
0.021320.174410.32750.48059Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
EZNASSearch Space=TSS, Subset=non-stratified2024.110.611
GM-1Search Space=TSS, Subset=non-stratified2024.110.502
NASWOTSearch Space=TSS, Subset=non-stratified2024.110.43
ZiCoSearch Space=TSS, Subset=non-stratified2024.110.39
SynflowSearch Space=TSS, Subset=non-stratified2024.110.374
#ParamsSearch Space=TSS, Subset=non-stratified2024.110.373
GM-2Search Space=TSS, Subset=non-stratified2024.110.337
TE-NASSearch Space=TSS, Subset=non-stratified2024.110.248
GradnormSearch Space=TSS, Subset=non-stratified2024.110.147
Zen-NASSearch Space=TSS, Subset=non-stratified2024.110.126
GM-3Search Space=TSS, Subset=non-stratified2024.110.089
RandomSearch Space=TSS, Subset=non-stratified2024.110.044