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Papers Benchmarks Datasets Tasks

Grid-based Spatio-Temporal Forecasting research benchmarks · SOTA2 Research

Grid-based Spatio-Temporal Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Traffic-SH (Short-term)

0.31MAE

19

Feb 27, 2026

Traffic-SH long-term (24 -> 24avg) (test)

0.48MAE

19

Feb 27, 2026

Bike-NYC (Short-term)

0.94MAE

5

Feb 27, 2026

Taxi-NYC Short-term

4.08MAE

3

Feb 27, 2026

Tdrive-BJ Long-term 24 -> 24avg (test)

12.92MAE

3

Feb 27, 2026

Tdrive-BJ Short-term 12 -> 12avg (test)

—

—MAE

0

Feb 26, 2026

Taxi-NYC long-term (24 -> 24avg) (test)

—

—MAE

0

Feb 26, 2026

Taxi-NYC Short-term 12 -> 12avg (test)

—

—MAE

0

Feb 26, 2026

Bike-NYC Long-term 24 -> 24avg (test)

—

—MAE

0

Feb 26, 2026

Bike-NYC Short-term 12 -> 12avg (test)

—

—MAE

0

Feb 26, 2026

Traffic-SH Short-term 12 -> 12avg (test)

—

—MAE

0

Feb 26, 2026

Popular datasets

Traffic-SH Bike-NYC Taxi-NYC Tdrive-BJ

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