Time Series Distillation on ETTh2 (L, T, C)
0.326L Component MetricFull Data
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Full DataBackbone=DLinear2026.03 | 0.326 | 0.314 | 0.296 | |
| Full DataBackbone=iTransformer2026.03 | 0.326 | 0.314 | 0.296 | |
| Full DataBackbone=xPatch2026.03 | 0.326 | 0.314 | 0.296 | |
| HDTBackbone=xPatch2026.03 | 0.357 | 0.341 | 0.319 | |
| HDTBackbone=iTransformer2026.03 | 0.402 | 0.341 | 0.322 | |
| HDTBackbone=DLinear2026.03 | 0.426 | 0.335 | 0.321 | |
| CondTSFBackbone=DLinear2026.03 | 0.433 | 0.366 | 0.368 | |
| TESLABackbone=xPatch2026.03 | 1.725 | 0.394 | 0.362 | |
| TESLABackbone=DLinear2026.03 | 2.636 | 0.425 | 0.382 | |
| RandomBackbone=DLinear2026.03 | 2.794 | 0.412 | 0.366 | |
| RandomBackbone=iTransformer2026.03 | 2.794 | 0.412 | 0.366 | |
| RandomBackbone=xPatch2026.03 | 2.794 | 0.412 | 0.366 | |
| CondTSFBackbone=iTransformer2026.03 | 3.021 | 0.353 | 0.333 | |
| MTTBackbone=DLinear2026.03 | 3.038 | 1.971 | 1.841 | |
| DCBackbone=DLinear2026.03 | 3.083 | 0.414 | 0.366 | |
| DCBackbone=xPatch2026.03 | 3.135 | 0.469 | 0.352 | |
| MTTBackbone=iTransformer2026.03 | 3.212 | 0.361 | 0.341 | |
| MTTBackbone=xPatch2026.03 | 3.514 | 0.357 | 0.332 | |
| TESLABackbone=iTransformer2026.03 | 3.536 | 0.363 | 0.346 | |
| DCBackbone=iTransformer2026.03 | 3.802 | 0.409 | 0.364 | |
| CondTSFBackbone=xPatch2026.03 | 4.138 | 0.361 | 0.336 |