FasterSTS

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Time Series5 results

Traffic PredictiononPeMSD8
MAE@1h· 2025-01-01
13.6
SOTA
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting arXiv:2501.00756
Traffic PredictiononPeMSD4
12 steps MAE· 2025-01-01
18.49
best: 9.168 (Hierarchical-Attention-LSTM (HierAttnLSTM))
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting arXiv:2501.00756
Traffic PredictiononPeMSD8
12 steps MAE· 2025-01-01
13.6
best: 9.215 (Hierarchical-Attention-LSTM (HierAttnLSTM))
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting arXiv:2501.00756
Traffic PredictiononPeMS08
MAE@1h· 2025-01-01
13.6
best: 13.17 (DTRformer)
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting arXiv:2501.00756
Traffic PredictiononPeMS04
12 Steps MAE· 2025-01-01
18.49
best: 17.8 (STD-MAE)
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting arXiv:2501.00756