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Models/DASTNet

DASTNet

Reported on 27 benchmarks across 1 task · 1 paper · 27 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series27 results

  • Traffic PredictiononPeMSD7 (10 days' training data, 30min)
    MAE· 2022-02-08
    22.96
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 30min)
    MAPE· 2022-02-08
    9.87
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 30min)
    RMSE· 2022-02-08
    34.8
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 60min)
    MAE· 2022-02-08
    22.82
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 60min)
    MAPE· 2022-02-08
    16.1
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 60min)
    RMSE· 2022-02-08
    33.77
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 15min)
    MAE· 2022-02-08
    15.26
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 15min)
    MAPE· 2022-02-08
    9.64
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 15min)
    RMSE· 2022-02-08
    22.7
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 30min)
    MAE· 2022-02-08
    16.41
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 30min)
    MAPE· 2022-02-08
    10.46
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 30min)
    RMSE· 2022-02-08
    24.57
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 60min)
    MAE· 2022-02-08
    18.84
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 60min)
    MAPE· 2022-02-08
    11.72
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD8 (10 days' training data, 60min)
    RMSE· 2022-02-08
    28.06
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 30min)
    MAE· 2022-02-08
    20.67
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 30min)
    MAPE· 2022-02-08
    14.56
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 30min)
    RMSE· 2022-02-08
    30.78
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 60min)
    MAE· 2022-02-08
    26.88
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 60min)
    MAPE· 2022-02-08
    11.75
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 60min)
    RMSE· 2022-02-08
    40.12
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 15min)
    MAE· 2022-02-08
    20.91
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 15min)
    MAPE· 2022-02-08
    8.95
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD7 (10 days' training data, 15min)
    RMSE· 2022-02-08
    31.85
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 15min)
    MAE· 2022-02-08
    19.25
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 15min)
    MAPE· 2022-02-08
    13.3
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630
  • Traffic PredictiononPeMSD4 (10 days' training data, 15min)
    RMSE· 2022-02-08
    28.91
    SOTA
    Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesarXiv:2202.03630