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Papers Benchmarks Datasets Tasks

Forecasting research benchmarks – Page 5 · SOTA2 Research

Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.64WRMSSE

12

Feb 26, 2026

1.32sMAPE

11

Jun 16, 2026

1.05sMAPE

11

Jun 16, 2026

1.25sMAPE

11

Jun 16, 2026

0.65sMAPE

11

Jun 16, 2026

0.65sMAPE

11

Jun 16, 2026

0.92sMAPE

11

Jun 16, 2026

Chronos-T5-Mini

0.166MAE

11

Jun 5, 2026

Synthetic partially observed jump-diffusion process (test)

0.085MAE

11

May 26, 2026

1.339MSE

11

Jun 18, 2026

Henry Hub spot price returns (test)

0.302Pearson r

11

Apr 29, 2026

Google stock data 70% Dropped scenario

0.001MSE

11

Apr 3, 2026

Google stock data 50% Dropped scenario

0.001MSE

11

Apr 3, 2026

Google stock data 30% Dropped scenario

0.001MSE

11

Apr 3, 2026

Google stock data Regular scenario

0.001MSE

11

Apr 3, 2026

HADISD Forecast (test)

0.69Log-Likelihood

11

Feb 26, 2026

VDP Task 2 Irregular Times fixed noise seed (test)

0.04MSE

11

Feb 26, 2026

VDP Task 1: Uniformly Spaced fixed noise seed (test)

FIM-ODE (Selected noise)

0.02MSE

11

Feb 26, 2026

0.094CRPS

11

Feb 26, 2026

non-pharyngeal C. elegans calcium recordings (test)

0.636RMSE (h=4)

10

Jun 11, 2026

Coffee Chain Sales chronological (70/15/15)

Hybrid CNN–LSTM

22.87MAE

10

Jun 9, 2026

1.783MAE

10

Jun 5, 2026

0.515MAE

10

Jun 5, 2026

Kalshi August 2025 resolution filter (OOD)

0.228Brier Score

10

May 28, 2026

9 forecasting tasks few-shot

0.425MSE

10

May 7, 2026

Page 5 of 13

Popular datasets

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