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Papers Benchmarks Datasets Tasks

Forecasting research benchmarks – Page 13 · SOTA2 Research

Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Frontex Illegal Border-Crossings Western Balkan Route (32 val periods)

forecasting methodology

0.89Explained Variance

1

Feb 26, 2026

Frontex Illegal Border-Crossings - Eastern Mediterranean Route (val)

forecasting methodology

0.98Explained Variance

1

Feb 26, 2026

Frontex Illegal Border-Crossings Central Mediterranean Route (32 val periods)

forecasting methodology

0.98Explained Variance

1

Feb 26, 2026

Frontex Illegal Border-Crossings Western Mediterranean Route (32 val periods)

forecasting methodology

0.92Explained Variance

1

Feb 26, 2026

PEMS-08 Long-term (24 -> 24 average)

—

—MAE

0

Feb 26, 2026

PEMS-07 Long-term (24 -> 24 average)

—

—MAE

0

Feb 26, 2026

PEMS-04 Long-term (24 -> 24 average)

—

—MAE

0

Feb 26, 2026

TFB Other Full (test)

—

—msMAPE

0

Feb 26, 2026

TFB Hourly Full (test)

—

—msMAPE

0

Feb 26, 2026

TFB Daily Full (test)

—

—msMAPE

0

Feb 26, 2026

TFB Weekly Full (test)

—

—msMAPE

0

Feb 26, 2026

TFB Monthly Full (test)

—

—msMAPE

0

Feb 26, 2026

TFB Quarterly Full (test)

—

—msMAPE

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Taxi hold-out (test)

—

—Wasserstein Distance

0

Feb 26, 2026

Page 13 of 13

Popular datasets

TFB ED Admissions GIFT-Eval Weather M5

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