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NYCTaxi dataset and benchmarks · SOTA2 Research

Research Datasets

NYCTaxi

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Spatio-Temporal Prediction

NYCTaxi

10.721MAE

18

Grid-based Traffic Flow Prediction

NYCTaxi outflow

11.575MAE

16

Grid-based Traffic Flow Prediction

NYCTaxi inflow

13.152MAE

16

Traffic Flow Forecasting (inflow)

NYCTaxi grid-based (test)

16.987MAE

12

Traffic Outflow Forecasting

NYCTaxi

13.39RMSE

11

Traffic flow forecasting

NYCTaxi

30.1Averaged MAPE

7

Traffic Flow Prediction

NYCTaxi

68.036Training Time

5

Tensor Completion

NYCTaxi D2 (20:80)

3.196MAE

4

Tensor Completion

NYCTaxi D1 (10:90)

3.437MAE

4

Spatio-temporal Interval Prediction

NYCtaxi (AVG)

93.9Coverage

4

Traffic Forecasting

NYCTaxi

167,994Parameters

2

Popular tasks

Tensor completion Grid-based Traffic Flow Prediction Traffic Flow Forecasting Traffic Flow Prediction Traffic Forecasting

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