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Benchmarks
Regression on Synthetic Simulation Case 5
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0.41
RMSE
SDAMI
0.1904
1.6727
3.155
4.6373
Sep 27, 2025
RMSE
Updated 15d ago
Evaluation Results
Method
Method
Links
RMSE
SDAMI
sample size=300
2025.09
0.41
SDAMI
n=150
2025.09
0.44
NODE-GA2M
sample size=300
2025.09
0.57
NODE-GA2M
n=150
2025.09
0.85
GAMI-NET
sample size=300
2025.09
1.05
NODE-GAM
n=150
2025.09
1.75
NODE-GAM
sample size=300
2025.09
2.14
GAMI-NET
n=150
2025.09
2.33
LASSO
sample size=300
2025.09
2.98
fSpAM
sample size=300
2025.09
3.45
LASSO
n=150
2025.09
3.59
fSpAM
n=150
2025.09
3.65
NAM
sample size=300
2025.09
3.84
NAM
n=150
2025.09
5.77
DNN
sample size=300
2025.09
5.8
DNN
n=150
2025.09
5.9
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