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Benchmarks
Toy Regression on toy regression example 2 (test)
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1.128
RMSE m(·)
NE-GMM
0.57096
4.33098
8.091
11.85102
Mar 29, 2026
RMSE m(·)
RMSE s(·)
RMSE π
Updated 19d ago
Evaluation Results
Method
Method
Links
RMSE m(·)
RMSE s(·)
RMSE π
NE-GMM
batch size=32, feature...
2026.03
1.128
0.778
0.095
β-NLL
batch size=32, feature...
2026.03
1.903
12.535
-
Ensemble-NN
batch size=32, feature...
2026.03
2.064
12.9
-
NGBoost
batch size=32, feature...
2026.03
4.362
12.4
-
MDN
batch size=32, feature...
2026.03
10.767
4.735
0.382
SampleNet
batch size=32, feature...
2026.03
15.054
7.454
-
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