Time Series Distillation on Traffic
0.648LFull Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full DataBackbone=DLinear2026.03 | 0.648 | 0.408 | 0.47 | |
| Full DataBackbone=iTransformer2026.03 | 0.648 | 0.408 | 0.47 | |
| Full DataBackbone=xPatch2026.03 | 0.648 | 0.408 | 0.47 | |
| HDTBackbone=DLinear2026.03 | 0.694 | 0.845 | 0.745 | |
| CondTSFBackbone=DLinear2026.03 | 0.718 | 0.863 | 0.81 | |
| HDTBackbone=xPatch2026.03 | 0.764 | 0.797 | 0.717 | |
| HDTBackbone=iTransformer2026.03 | 0.767 | 0.825 | 0.738 | |
| CondTSFBackbone=iTransformer2026.03 | 0.782 | 0.835 | 0.731 | |
| CondTSFBackbone=xPatch2026.03 | 1.081 | 1.007 | 0.92 | |
| MTTBackbone=DLinear2026.03 | 1.488 | 1.479 | 1.46 | |
| TESLABackbone=DLinear2026.03 | 1.492 | 1.495 | 1.476 | |
| MTTBackbone=iTransformer2026.03 | 1.514 | 1.432 | 1.392 | |
| TESLABackbone=iTransformer2026.03 | 1.53 | 1.401 | 1.343 | |
| MTTBackbone=xPatch2026.03 | 1.694 | 1.543 | 1.374 | |
| TESLABackbone=xPatch2026.03 | 1.719 | 1.576 | 1.378 | |
| DCBackbone=iTransformer2026.03 | 1.796 | 1.629 | 1.383 | |
| RandomBackbone=DLinear2026.03 | 1.826 | 1.624 | 1.412 | |
| RandomBackbone=iTransformer2026.03 | 1.826 | 1.624 | 1.412 | |
| RandomBackbone=xPatch2026.03 | 1.826 | 1.624 | 1.412 | |
| DCBackbone=xPatch2026.03 | 1.829 | 1.528 | 1.396 | |
| DCBackbone=DLinear2026.03 | 1.832 | 1.596 | 1.382 |