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Benchmarks
Heteroskedastic Regression on Sine (test)
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0.69
µ MSE
beta-NLL
0.541172
1.545761
2.55035
3.554939
Nov 27, 2025
µ MSE
ECE
Λ-1/2 MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
µ MSE
ECE
Λ-1/2 MSE
beta-NLL
2025.11
0.69
-
0.52
Mean-Variance
Regularization=diagona...
2025.11
0.7968
24.99
0.7968
Field Theory (FT)
Regularization search=...
2025.11
0.8
-
0.8
MLE Ensemble
2025.11
0.9716
23.13
-
β-NLL
2025.11
4.4107
20.82
4.3524
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