Spatio-temporal forecasting on PEMS07 (test)
18.89MAEGWNet + MP3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GWNet + MP3Backbone=GWNet, Enhancement=MP32026.06 | 18.89 | 30.54 | 8.09 | |
| GWNet + GPT-STBackbone=GWNet, Enhancement=GPT-ST2026.06 | 19.93 | 33.2 | 8.33 | |
| STNorm + MP3Backbone=STNorm, Enhancement=MP32026.06 | 20.11 | 32.12 | 8.54 | |
| STGCN + MP3Backbone=STGCN, Enhancement=MP32026.06 | 20.2 | 32.86 | 8.59 | |
| STWA + MP3Backbone=STWA, Enhancement=MP32026.06 | 20.23 | 32.07 | 8.82 | |
| STNorm + GPT-STBackbone=STNorm, Enhancement=GPT-ST2026.06 | 20.25 | 34.6 | 8.54 | |
| GWNetBackbone=GWNet, Enhancement=None2026.06 | 20.35 | 31.98 | 8.6 | |
| STWA + GPT-STBackbone=STWA, Enhancement=GPT-ST2026.06 | 20.62 | 34.52 | 8.84 | |
| MSDR + MP3Backbone=MSDR, Enhancement=MP32026.06 | 20.99 | 32.9 | 9.26 | |
| STNormBackbone=STNorm, Enhancement=None2026.06 | 21.06 | 33.46 | 9.08 | |
| MSDR + GPT-STBackbone=MSDR, Enhancement=GPT-ST2026.06 | 21.36 | 34.54 | 9.32 | |
| STWABackbone=STWA, Enhancement=None2026.06 | 21.41 | 34.2 | 9.23 | |
| MSDRBackbone=MSDR, Enhancement=None2026.06 | 22.18 | 34.28 | 9.82 | |
| STGCN + GPT-STBackbone=STGCN, Enhancement=GPT-ST2026.06 | 22.56 | 36.91 | 9.84 | |
| STGCNBackbone=STGCN, Enhancement=None2026.06 | 22.79 | 36.18 | 9.93 |