Time Series Forecasting on Traffic (MSE at H=24, H=48, H=96)
0.376MSE (H=24)DynaME
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DynaMEBackbone=PatchTST2026.03 | 0.376 | 0.398 | 0.431 | |
| GDBackbone=iTransformer2026.03 | 0.392 | 0.427 | 0.439 | |
| PROCEEDBackbone=PatchTST2026.03 | 0.395 | 0.435 | 0.457 | |
| DynaMEBackbone=iTransformer2026.03 | 0.395 | 0.413 | 0.417 | |
| PROCEEDBackbone=iTransformer2026.03 | 0.402 | 0.434 | 0.429 | |
| SOLIDBackbone=PatchTST2026.03 | 0.403 | 0.557 | 0.544 | |
| DynaMEBackbone=xPatch2026.03 | 0.417 | 0.434 | 0.442 | |
| DSOFBackbone=iTransformer2026.03 | 0.422 | 0.46 | 0.479 | |
| SOLIDBackbone=iTransformer2026.03 | 0.423 | 0.467 | 0.43 | |
| PROCEEDBackbone=xPatch2026.03 | 0.459 | 0.499 | 0.498 | |
| SOLIDBackbone=xPatch2026.03 | 0.474 | 0.503 | 0.494 | |
| DSOFBackbone=PatchTST2026.03 | 0.478 | 0.536 | 0.546 | |
| GDBackbone=xPatch2026.03 | 0.492 | 0.519 | 0.505 | |
| GDBackbone=PatchTST2026.03 | 0.511 | 0.541 | 0.533 | |
| DSOFBackbone=xPatch2026.03 | 0.516 | 0.55 | 0.533 |