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Function Approximation on Dimension 1

15Runtime

hierarchical Tanh-KAN

Updated 1mo ago

Evaluation Results

Method	Links
hierarchical Tanh-KAN 2026.06		15
RELU-MLP 2026.06		23.1
hierarchical RBF-KAN 2026.06		23.2
Tanh-MLP 2026.06		23.9
Sigmoid-MLP 2026.06		29.2
hierarchical Tanh-KAN 2026.06		38.3
RBF-KAN 2026.06		39.5
RELU-MLP 2026.06		45.4
RBF-MLP-II 2026.06		56.7
Tanh-MLP 2026.06		58.6
Tanh-MLP 2026.06		60.4
RELU-MLP 2026.06		66.7
RBF-MLP-II 2026.06		67.5
Sigmoid-MLP 2026.06		71.5
Sigmoid-MLP 2026.06		83.5
RBF-KAN 2026.06		109.4
RBF-KAN 2026.06		109.4
RBF-MLP-II 2026.06		111.2
RBF-MLP-I 2026.06		158.3
hierarchical RBF-KAN 2026.06		187.5
RBF-MLP-I 2026.06		279.4
hierarchical Tanh-KAN 2026.06		300.1
spline KAN 2026.06		381.7
hierarchical RBF-KAN 2026.06		437.6
RBF-MLP-I 2026.06		526.2
spline KAN 2026.06		1,101.6
spline KAN 2026.06		2,005.4