Graph WaveNet

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

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

Time Series3 results

Traffic PredictiononNE-BJ
12 steps MAE· 2019-05-31
4.99
best: 4.68 (RGDAN)
SOTA
Graph WaveNet for Deep Spatial-Temporal Graph Modeling arXiv:1906.00121
Traffic PredictiononMETR-LA
MAE @ 12 step· 2019-05-31
3.53
best: 3.08 (TITAN)
SOTA
Graph WaveNet for Deep Spatial-Temporal Graph Modeling arXiv:1906.00121
Traffic PredictiononMETR-LA
MAE @ 3 step· 2019-05-31
2.69
best: 2.41 (TITAN)
SOTA
Graph WaveNet for Deep Spatial-Temporal Graph Modeling arXiv:1906.00121