Neural Architecture Search Proxy Evaluation on 8 Tabular Datasets Aggregated benchmark leaderboard · SOTA2 Research

Neural Architecture Search Proxy Evaluation on 8 Tabular Datasets Aggregated

0.82Mean SRCCpTProxy

Evaluation Results

Method	Links
pTProxy2024.03		0.82	0.08	1
SynFlow2024.03		0.74	0.05	2.3
SNIP2024.03		0.7	0.09	3.3
NASWOT2024.03		0.65	0.05	4
NTKTrace2024.03		0.47	0.08	6.3
GradNorm2024.03		0.4	0.05	7.3
Fisher2024.03		0.38	0.14	8
NTKTrAppx2024.03		0.15	0.16	9.3
GraSP2024.03		-0.24	0.04	9
NTKCond2024.03		-0.66	0.11	4.3