Spatio-temporal forecasting on PEMS03 (test)
14.89MAEGWNet + MP3
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GWNet + MP3Backbone=GWNet, Enhancement=MP32026.06 | 14.89 | 23.61 | 14.44 | |
| GWNet + GPT-STBackbone=GWNet, Enhancement=GPT-ST2026.06 | 14.9 | 26.92 | 15.16 | |
| GWNetBackbone=GWNet, Enhancement=None2026.06 | 15.27 | 23.98 | 14.98 | |
| STWA + GPT-STBackbone=STWA, Enhancement=GPT-ST2026.06 | 15.46 | 27.72 | 15.31 | |
| STNorm + GPT-STBackbone=STNorm, Enhancement=GPT-ST2026.06 | 15.5 | 27.52 | 15.85 | |
| MSDR + MP3Backbone=MSDR, Enhancement=MP32026.06 | 15.53 | 24.75 | 15.09 | |
| STNorm + MP3Backbone=STNorm, Enhancement=MP32026.06 | 15.59 | 24.86 | 14.66 | |
| STNormBackbone=STNorm, Enhancement=None2026.06 | 15.69 | 24.88 | 15.1 | |
| MSDRBackbone=MSDR, Enhancement=None2026.06 | 15.76 | 24.8 | 15.51 | |
| MSDR + GPT-STBackbone=MSDR, Enhancement=GPT-ST2026.06 | 15.87 | 26.6 | 16.02 | |
| STWA + MP3Backbone=STWA, Enhancement=MP32026.06 | 15.88 | 25.13 | 15.13 | |
| STGCN + MP3Backbone=STGCN, Enhancement=MP32026.06 | 15.99 | 26.02 | 15.14 | |
| STWABackbone=STWA, Enhancement=None2026.06 | 16.14 | 25.68 | 15.65 | |
| STGCN + GPT-STBackbone=STGCN, Enhancement=GPT-ST2026.06 | 16.83 | 28.48 | 18.13 | |
| STGCNBackbone=STGCN, Enhancement=None2026.06 | 17.49 | 30.12 | 17.15 |