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Regression research benchmarks – Page 57 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.077MPIW

6

Mar 31, 2026

0.946MPIW

6

Mar 31, 2026

2.074MPIW

6

Mar 31, 2026

0.154MPIW

6

Mar 31, 2026

0.979MPIW

6

Mar 31, 2026

0.407MPIW

6

Mar 31, 2026

0.737MPIW

6

Mar 31, 2026

0.579MPIW

6

Mar 31, 2026

WineWhite UCI (test)

0.696RMSE

6

Mar 31, 2026

Superconductivity UCI (test)

11.034RMSE

6

Mar 31, 2026

UCI WineWhite (test)

96.6PICP

6

Mar 31, 2026

WineRed UCI (test)

95.8PICP

6

Mar 31, 2026

Superconductivity (SC) UCI (test)

98.3PICP

6

Mar 31, 2026

0.24Average relative MSE

6

Mar 31, 2026

TabRed sberbank-housing

0.254RMSE

6

Mar 24, 2026

TabRed maps-routing

0.162RMSE

6

Mar 24, 2026

TabRed cooking-time

0.466RMSE

6

Mar 24, 2026

Private Dataset

10,671MAE

6

Mar 18, 2026

0.05Rel Abs Error (Avg)

6

Mar 11, 2026

0.54Rel Abs Error (Avg)

6

Mar 11, 2026

4Avg Rel Abs Error

6

Mar 11, 2026

13Relative Absolute Error (Avg)

6

Mar 11, 2026

38Average Relative Absolute Error

6

Mar 11, 2026

0.89Rel Abs Error (Avg)

6

Mar 11, 2026

0.42Avg Relative Absolute Error

6

Mar 11, 2026

Page 57 of 87

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