Traffic Forecasting on PEMS-Bay (CRPS, mAW, mCCE)
1.13CRPSSTAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STAEHead=GMM2026.04 | 1.13 | 3.35 | 0.11 | |
| GWNetHead=GMM2026.04 | 1.14 | 3.75 | 0.07 | |
| MTGNNHead=GMM2026.04 | 1.15 | 3.76 | 0.07 | |
| STAEHead=Norm2026.04 | 1.17 | 4.29 | 0.04 | |
| LGCHead=GMM2026.04 | 1.22 | 3.73 | 0.09 | |
| STIDHead=GMM2026.04 | 1.22 | 4.14 | 0.05 | |
| MTGNNHead=Norm2026.04 | 1.22 | 5.17 | 0.02 | |
| GWNetHead=Norm2026.04 | 1.23 | 5.09 | 0.02 | |
| LGCHead=Norm2026.04 | 1.29 | 5.06 | 0.01 | |
| STIDHead=Norm2026.04 | 1.31 | 5.74 | 0.05 | |
| STAEHead=Det2026.04 | 1.56 | — | — | |
| MTGNNHead=Det2026.04 | 1.57 | — | — | |
| GWNetHead=Det2026.04 | 1.58 | — | — | |
| LGCHead=Det2026.04 | 1.65 | — | — | |
| STIDHead=Det2026.04 | 1.67 | — | — |