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Benchmarks
Regression on Synthetic Simulation Case 6
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0.29
RMSE
GAMI-NET
0.0676
1.5688
3.07
4.5712
Sep 27, 2025
RMSE
Updated 15d ago
Evaluation Results
Method
Method
Links
RMSE
GAMI-NET
sample size=300
2025.09
0.29
SDAMI
sample size=300
2025.09
0.35
NODE-GA2M
sample size=300
2025.09
0.42
LASSO
sample size=300
2025.09
0.43
NODE-GAM
sample size=300
2025.09
0.45
SDAMI
n=150
2025.09
0.46
NODE-GA2M
n=150
2025.09
0.48
NODE-GAM
n=150
2025.09
0.52
fSpAM
sample size=300
2025.09
0.6
LASSO
n=150
2025.09
0.61
fSpAM
n=150
2025.09
0.63
NAM
sample size=300
2025.09
0.7
NAM
n=150
2025.09
0.97
DNN
sample size=300
2025.09
1.03
DNN
n=150
2025.09
1.05
GAMI-NET
n=150
2025.09
5.85
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