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Regression research benchmarks – Page 76 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

House-OrGrid-Volume

84SimOAR

3

Jun 5, 2026

Tétouan City full 5-input analysis (test)

8,126.84RMSE

3

May 27, 2026

0dp

3

May 26, 2026

0.18DP

3

May 26, 2026

0dp

3

May 26, 2026

0dp

3

May 26, 2026

Power Plant (OOD)

0DP

3

May 26, 2026

Power Plant (ID)

0dp

3

May 26, 2026

Naval Propulsion (OOD)

0DP

3

May 26, 2026

Naval Propulsion (ID)

0DP

3

May 26, 2026

0dp

3

May 26, 2026

0.16DP Parameter

3

May 26, 2026

0dp

3

May 26, 2026

20DP

3

May 26, 2026

0dp

3

May 26, 2026

0dp

3

May 26, 2026

0DP

3

May 26, 2026

0dp

3

May 26, 2026

f4(x1, x2) 3D synthetic (test)

0.056RMSE

3

May 25, 2026

f3(x1, x2) 3D synthetic (test)

0.053RMSE

3

May 25, 2026

f2(x1, x2) 3D synthetic (test)

0.076RMSE

3

May 25, 2026

twisted_sigmoid 2D synthetic (test)

0.026RMSE

3

May 25, 2026

sinc 2D synthetic (test)

0.028RMSE

3

May 25, 2026

Parkinson's λ selected by labeled-only CV (single-seed subject-level split)

Coupled Training

72.6MSE

3

May 25, 2026

0.023RMSE

3

May 19, 2026

Page 76 of 87

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