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Papers Benchmarks Datasets Tasks

Regression research benchmarks – Page 5 · SOTA2 Research

Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Borneo CHM (All labels)

12.21RMSE

25

Apr 14, 2026

Borneo CHM (30% labels)

15.18RMSE

25

Apr 14, 2026

Borneo CHM (1% labels)

34.82RMSE

25

Apr 14, 2026

0.033Average RRSE

25

Jun 5, 2026

0.886R^2

25

Feb 26, 2026

0RMSE

25

Jul 9, 2026

76.21MSE

25

Feb 26, 2026

MoleculeNet BACE (test)

1.047RMSE

25

May 14, 2026

UCI KIN8NM (test)

-1.96NLL

25

Apr 30, 2026

0.139MSE

25

Feb 26, 2026

QM7 Low resolution

15.8MAE

24

Jun 1, 2026

QM7 High resolution

9.9MAE

24

Jun 1, 2026

Biomassters (All labels)

27.43RMSE

24

Apr 14, 2026

Biomassters (30% labels)

29.15RMSE

24

Apr 14, 2026

Biomassters (1% labels)

32.5RMSE

24

Apr 14, 2026

UK Asylum Decisions

0.183MSE

24

Mar 11, 2026

Dissecting Health Bias

0.164MSE

24

Mar 11, 2026

0.15MSE

24

Mar 11, 2026

Swiss Asylum Seekers

0.092MSE

24

Mar 11, 2026

0.132MSE

24

Mar 11, 2026

1.61RMSE

24

Jul 9, 2026

0.1111-RAE

24

Mar 12, 2026

Airfoil UCIrvine

0.221-RAE

24

Mar 12, 2026

0Size

24

Feb 26, 2026

Synthetic Overlapping Supports K=2 clients

FedForest Quantiles

1.05MSE

24

Feb 26, 2026

Page 5 of 87

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