Hierarchical-Attention-LSTM (HierAttnLSTM)

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Time Series4 results

Traffic PredictiononPeMSD4
12 steps MAE· 2022-01-15
9.168
SOTA
Network Level Spatial Temporal Traffic State Forecasting with Hierarchical Attention LSTM (HierAttnLSTM)arXiv:2201.05760
Traffic PredictiononPeMSD4
12 steps RMSE· 2022-01-15
22.844
SOTA
Network Level Spatial Temporal Traffic State Forecasting with Hierarchical Attention LSTM (HierAttnLSTM)arXiv:2201.05760
Traffic PredictiononPeMSD8
12 steps MAE· 2022-01-15
9.215
SOTA
Network Level Spatial Temporal Traffic State Forecasting with Hierarchical Attention LSTM (HierAttnLSTM)arXiv:2201.05760
Traffic PredictiononPeMSD8
12 steps RMSE· 2022-01-15
22.32
SOTA
Network Level Spatial Temporal Traffic State Forecasting with Hierarchical Attention LSTM (HierAttnLSTM)arXiv:2201.05760