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NAS Proxy Evaluation on NATS-Bench TSS ImageNet16-120 (Stratified Subset)
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84.7
Mean Abs Spearman Correlation
EZNAS
2.852
24.101
45.35
66.599
Nov 22, 2024
Mean Abs Spearman Correlation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Abs Spearman Correlation
EZNAS
Search Space=TSS
2024.11
84.7
GM-1
Search Space=TSS
2024.11
82.7
ZiCo
Search Space=TSS
2024.11
80.4
GM-3
Search Space=TSS
2024.11
74.8
GM-2
Search Space=TSS
2024.11
73.3
NASWOT
Search Space=TSS
2024.11
60
Synflow
Search Space=TSS
2024.11
55.8
#Params
Search Space=TSS
2024.11
43.6
Zen-NAS
Search Space=TSS
2024.11
32.2
TE-NAS
Search Space=TSS
2024.11
15.8
Gradnorm
Search Space=TSS
2024.11
10.5
Random
Search Space=TSS
2024.11
6
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