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Regression on UCI housing (test)
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0.77
RMSE
nGEM
0.5964
1.7682
2.94
4.1118
Feb 11, 2026
RMSE
Negative Log-Likelihood
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
Negative Log-Likelihood
nGEM
Optimizer=Soap
2026.02
0.77
-0.48
nGEM
Optimizer=Adam
2026.02
0.81
-0.39
NLL
Optimizer=Soap
2026.02
1
-0.79
NLL
Optimizer=Adam
2026.02
1.02
-0.67
nGEM
Optimizer=Muon
2026.02
1.03
-0.19
MSE
Optimizer=Adam
2026.02
1.42
-
NLL
Optimizer=Muon
2026.02
1.51
-0.24
beta-NLL
Optimizer=Adam
2026.02
1.65
-0.22
nGEM
Optimizer=KFAC
2026.02
4.43
1.15
NLL
Optimizer=KFAC
2026.02
5.11
1.24
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