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Papers Benchmarks Datasets Tasks

METR-LA dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

METR-LA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Traffic Forecasting

METR-LA Long-term (24 -> 24avg)

3.14MAE

6

Traffic Forecasting

METR-LA 20 nodes (test)

2.72MAE

6

Spatiotemporal Imputation

METR-LA Point missing

1.761MAE

4

Spatiotemporal Imputation

METR-LA Block missing

1.849MAE

4

Spatiotemporal Kriging

METR-LA

5.91MAE

4

Traffic Forecasting

METR-LA Short-term (12 -> 12avg)

—MAE

0

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Popular tasks

Traffic Forecasting Traffic Prediction Traffic speed forecasting Multivariate Time-series Forecasting Traffic Speed Prediction

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