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ResearchFormerly WizWand

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

54.7Mean Absolute Kendall CorrelationEZNAS
2.07615.73829.443.062Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
EZNASSearch Space=TSS, Subset=non-stratified2024.1154.7
GM-1Search Space=TSS, Subset=non-stratified2024.1139.1
NASWOTSearch Space=TSS, Subset=non-stratified2024.1138.5
ZiCoSearch Space=TSS, Subset=non-stratified2024.1136
SynflowSearch Space=TSS, Subset=non-stratified2024.1135.6
GM-2Search Space=TSS, Subset=non-stratified2024.1131.5
GM-3Search Space=TSS, Subset=non-stratified2024.1128.8
#ParamsSearch Space=TSS, Subset=non-stratified2024.1128.3
Zen-NASSearch Space=TSS, Subset=non-stratified2024.1121.9
TE-NASSearch Space=TSS, Subset=non-stratified2024.118.2
GradnormSearch Space=TSS, Subset=non-stratified2024.116.7
RandomSearch Space=TSS, Subset=non-stratified2024.114.1