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Function Regression research benchmarks · SOTA2 Research

Function Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Oscillators (test)

2.113Predictive Log-likelihood

12

Feb 26, 2026

1.178Predictive Log-likelihood

12

Feb 26, 2026

Exponential (test)

2.488Predictive Log-likelihood

12

Feb 26, 2026

Sinusoids (test)

1.331Predictive Log-likelihood

12

Feb 26, 2026

2D function regression (test)

Proposed approach

2.5MSE

6

Jul 9, 2026

Popular datasets

Sinusoids Exponential Linear Oscillators 2D function regression

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