Spatio-temporal forecasting on PEMS04 (test)
18.48MAEGWNet + MP3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GWNet + MP3Backbone=GWNet, Enhancement=MP32026.06 | 18.48 | 28.33 | 12.8 | |
| GWNetBackbone=GWNet, Enhancement=None2026.06 | 18.74 | 28.64 | 12.87 | |
| STNorm + MP3Backbone=STNorm, Enhancement=MP32026.06 | 18.85 | 28.74 | 13.07 | |
| GWNet + GPT-STBackbone=GWNet, Enhancement=GPT-ST2026.06 | 19.01 | 32.95 | 12.81 | |
| STGCN + MP3Backbone=STGCN, Enhancement=MP32026.06 | 19.03 | 29.61 | 13.2 | |
| STNorm + GPT-STBackbone=STNorm, Enhancement=GPT-ST2026.06 | 19.15 | 33.55 | 12.69 | |
| STWA + MP3Backbone=STWA, Enhancement=MP32026.06 | 19.17 | 29.11 | 12.9 | |
| STWA + GPT-STBackbone=STWA, Enhancement=GPT-ST2026.06 | 19.5 | 33.26 | 13.08 | |
| STNormBackbone=STNorm, Enhancement=None2026.06 | 19.54 | 29.81 | 13.51 | |
| MSDR + MP3Backbone=MSDR, Enhancement=MP32026.06 | 19.64 | 30.07 | 13.85 | |
| MSDR + GPT-STBackbone=MSDR, Enhancement=GPT-ST2026.06 | 19.86 | 33.58 | 13.5 | |
| STGCNBackbone=STGCN, Enhancement=None2026.06 | 19.88 | 31.19 | 13.63 | |
| STWABackbone=STWA, Enhancement=None2026.06 | 19.92 | 30.02 | 13.82 | |
| STGCN + GPT-STBackbone=STGCN, Enhancement=GPT-ST2026.06 | 20.08 | 35.46 | 13.22 | |
| MSDRBackbone=MSDR, Enhancement=None2026.06 | 20.39 | 30.93 | 14.22 |