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NAS Proxy Evaluation on NATS-Bench TSS CIFAR-10 (stratified)
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92.8
Mean Abs Spearman Correlation
GM-1
2.944
26.272
49.6
72.928
Nov 22, 2024
Mean Abs Spearman Correlation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Abs Spearman Correlation
GM-1
Search Space=TSS
2024.11
92.8
Synflow
Search Space=TSS
2024.11
91.1
ZiCo
Search Space=TSS
2024.11
91
NASWOT
Search Space=TSS
2024.11
88.7
GM-2
Search Space=TSS
2024.11
83.1
Gradnorm
Search Space=TSS
2024.11
79
EZNAS
Search Space=TSS
2024.11
76.1
GM-3
Search Space=TSS
2024.11
57.8
#Params
Search Space=TSS
2024.11
51.1
Zen-NAS
Search Space=TSS
2024.11
48.5
TE-NAS
Search Space=TSS
2024.11
31.3
Random
Search Space=TSS
2024.11
6.4
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