Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Regression research benchmarks – Page 51 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulation Single-type Setting 2, p=100

2.779MAE

6

Jul 2, 2026

Simulation Single-type Setting 1, p=100

2.046MAE

6

Jul 2, 2026

Synthetic Heteroskedastic Sine (OOD)

NumPyro BNN (NUTS)

96.2Coverage (90% Epistemic)

6

Jun 26, 2026

Synthetic Heteroskedastic Sine (ID)

90.290% Epistemic Coverage

6

Jun 26, 2026

Auto MPG SMM ICML-2024 regression benchmark suite (test)

6.2MSE

6

Jun 17, 2026

rel-stack post-votes (val)

0.079MAE

6

Jun 16, 2026

rel-f1 driver-position (test)

3.329MAE

6

Jun 16, 2026

rel-f1 driver-position (val)

3.076MAE

6

Jun 16, 2026

2.794NLL

6

Jun 15, 2026

2.964NLL

6

Jun 15, 2026

2.365NLL

6

Jun 15, 2026

Synthetic Coupled Target off-sphere (held-out split)

0.034RMSE

6

Jun 11, 2026

0.053MAE

6

Jun 9, 2026

0.063MAE

6

Jun 9, 2026

44.93MAE

6

Jun 9, 2026

0.64Clean Error

6

Jun 2, 2026

1.12Clean Error

6

Jun 2, 2026

ZIP Code Cross-region

62.5R-squared

6

Jun 2, 2026

Urban Perception Cross-region

21.2R2 Score (%)

6

Jun 2, 2026

Crime Incidence Cross-region

76.7%R2

6

Jun 2, 2026

0.034MSE

6

May 29, 2026

0MSE

6

May 29, 2026

Law School (LSAC) (test)

Relaxed Post-Processing

1.002RMSE

6

May 28, 2026

Friedman 500 points (test)

91R2

6

May 28, 2026

Friedman 500 points (train)

Supervised UMAP

0.99R2

6

May 28, 2026

Page 51 of 87

Popular datasets

Concrete Data Energy Boston Yacht

Follow for updates

Join SOTA2 Contact