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Papers Benchmarks Datasets Tasks

Forecasting research benchmarks – Page 8 · SOTA2 Research

Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ForecastBench Market

84.7ABI

7

Apr 21, 2026

Kuramoto SciML (test)

0.001MSE

7

Mar 31, 2026

Circuit SciML (test)

0.012MSE

7

Mar 31, 2026

ECG SciML (test)

0.851MSE

7

Mar 31, 2026

Turbulence SciML (test)

0.278MSE

7

Mar 31, 2026

0.004MAE (Kuramoto)

7

Mar 31, 2026

0.083MAE

7

Mar 31, 2026

ECG (QT Database in PhysioNet)

0.624MAE

7

Mar 31, 2026

Turbulence (von Karman vortex street) Re = 900

0.382MAE

7

Mar 31, 2026

0.001KL Divergence

7

Mar 31, 2026

0.383KL Divergence

7

Mar 31, 2026

0.065KL Divergence

7

Mar 31, 2026

0.005KL Divergence

7

Mar 31, 2026

MIMIC to PPICU Transfer Learning

0.242MSE

7

Mar 26, 2026

HiRID to PPICU (Transfer Learning)

0.183MSE

7

Mar 26, 2026

CTIS 4-Week-Ahead

0.119MAE (B)

7

Feb 26, 2026

CTIS 3-Week-Ahead

0.113MAE (B)

7

Feb 26, 2026

CTIS 2-Week-Ahead

0.103MAE (B)

7

Feb 26, 2026

CTIS 1-Week-Ahead

0.073MAE (B)

7

Feb 26, 2026

0.062MSE

7

Feb 26, 2026

0.129MSE

7

Feb 26, 2026

USHCN-DAILY (test)

0.43MSE

7

Feb 26, 2026

0.514Human MSE

6

Jul 9, 2026

17.33MAPE

6

Jun 29, 2026

Proprietary sales data Raw Sales

96.1Coverage

6

Jun 16, 2026

Page 8 of 13

Popular datasets

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