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Benchmarks
Zero-cost Proxy Evaluation on NATS-Bench TSS CIFAR-100 (non-stratified)
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0.609
mAbs Kendall Correlation
EZNAS
0.01932
0.17241
0.3255
0.47859
Nov 22, 2024
mAbs Kendall Correlation
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAbs Kendall Correlation
EZNAS
Search Space=TSS, Subs...
2024.11
0.609
GM-1
Search Space=TSS, Subs...
2024.11
0.481
NASWOT
Search Space=TSS, Subs...
2024.11
0.38
ZiCo
Search Space=TSS, Subs...
2024.11
0.356
#Params
Search Space=TSS, Subs...
2024.11
0.351
Synflow
Search Space=TSS, Subs...
2024.11
0.351
GM-2
Search Space=TSS, Subs...
2024.11
0.31
Zen-NAS
Search Space=TSS, Subs...
2024.11
0.17
TE-NAS
Search Space=TSS, Subs...
2024.11
0.13
GM-3
Search Space=TSS, Subs...
2024.11
0.067
Gradnorm
Search Space=TSS, Subs...
2024.11
0.059
Random
Search Space=TSS, Subs...
2024.11
0.042
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