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Benchmarks
Function Approximation on f4
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1.07
Relative L2 Error
MLP
0.7716
2.7858
4.8
6.8142
May 20, 2026
Relative L2 Error
Time (s)
Updated 12d ago
Evaluation Results
Method
Method
Links
Relative L2 Error
Time (s)
MLP
Architecture=[2, 128,...
2026.05
1.07
1.79
KAF
Architecture=[2, 5, 5, 1]
2026.05
1.57
1.85
Efficient KAN
Architecture=[2, 8, 1]
2026.05
1.79
7.27
Adaptive FastKAN (W6)
Shape par. (h)=0.50, A...
2026.05
1.92
5.12
FastKAN (GA)
Shape par. (h)=0.5714...
2026.05
4.25
2.29
Chebyshev KAN
Architecture=[2, 8, 1]
2026.05
6.27
2.48
Standard KAN
Architecture=[2, 5, 5, 1]
2026.05
8.53
62.08
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