Time Series Distillation on ETTm1 (L, T, C)
0.343L MetricFull Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full DataBackbone=DLinear2026.03 | 0.343 | 0.345 | 0.334 | |
| Full DataBackbone=iTransformer2026.03 | 0.343 | 0.345 | 0.334 | |
| Full DataBackbone=xPatch2026.03 | 0.343 | 0.345 | 0.334 | |
| HDTBackbone=DLinear2026.03 | 0.391 | 0.41 | 0.387 | |
| CondTSFBackbone=DLinear2026.03 | 0.436 | 0.484 | 0.476 | |
| HDTBackbone=xPatch2026.03 | 0.497 | 0.43 | 0.411 | |
| HDTBackbone=iTransformer2026.03 | 0.565 | 0.42 | 0.405 | |
| CondTSFBackbone=xPatch2026.03 | 0.916 | 0.482 | 0.47 | |
| CondTSFBackbone=iTransformer2026.03 | 0.921 | 0.446 | 0.431 | |
| TESLABackbone=DLinear2026.03 | 1.004 | 0.92 | 0.828 | |
| TESLABackbone=iTransformer2026.03 | 1.097 | 0.712 | 0.693 | |
| MTTBackbone=DLinear2026.03 | 1.098 | 2.582 | 3.844 | |
| TESLABackbone=xPatch2026.03 | 1.141 | 0.726 | 0.694 | |
| RandomBackbone=DLinear2026.03 | 1.171 | 0.863 | 0.711 | |
| RandomBackbone=iTransformer2026.03 | 1.171 | 0.863 | 0.711 | |
| RandomBackbone=xPatch2026.03 | 1.171 | 0.863 | 0.711 | |
| DCBackbone=iTransformer2026.03 | 1.19 | 0.807 | 0.696 | |
| MTTBackbone=xPatch2026.03 | 1.195 | 0.755 | 0.71 | |
| DCBackbone=DLinear2026.03 | 1.198 | 0.857 | 0.72 | |
| DCBackbone=xPatch2026.03 | 1.342 | 0.841 | 0.707 | |
| MTTBackbone=iTransformer2026.03 | 1.344 | 0.73 | 0.72 |