Time Series Distillation on Electricity
0.195Loss (L)Full Data
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full DataBackbone=DLinear2026.03 | 0.195 | 0.152 | 0.175 | |
| Full DataBackbone=iTransformer2026.03 | 0.195 | 0.152 | 0.175 | |
| Full DataBackbone=xPatch2026.03 | 0.195 | 0.152 | 0.175 | |
| HDTBackbone=DLinear2026.03 | 0.221 | 0.271 | 0.231 | |
| CondTSFBackbone=DLinear2026.03 | 0.228 | 0.287 | 0.246 | |
| HDTBackbone=iTransformer2026.03 | 0.242 | 0.253 | 0.25 | |
| HDTBackbone=xPatch2026.03 | 0.284 | 0.317 | 0.279 | |
| CondTSFBackbone=iTransformer2026.03 | 0.364 | 0.26 | 0.277 | |
| CondTSFBackbone=xPatch2026.03 | 0.427 | 0.321 | 0.283 | |
| TESLABackbone=DLinear2026.03 | 0.935 | 0.875 | 0.867 | |
| MTTBackbone=DLinear2026.03 | 0.973 | 0.933 | 0.923 | |
| TESLABackbone=iTransformer2026.03 | 0.995 | 0.784 | 0.768 | |
| MTTBackbone=iTransformer2026.03 | 1.038 | 0.803 | 0.778 | |
| TESLABackbone=xPatch2026.03 | 1.052 | 0.81 | 0.764 | |
| MTTBackbone=xPatch2026.03 | 1.082 | 0.826 | 0.768 | |
| RandomBackbone=DLinear2026.03 | 1.169 | 0.835 | 0.801 | |
| RandomBackbone=iTransformer2026.03 | 1.169 | 0.835 | 0.801 | |
| RandomBackbone=xPatch2026.03 | 1.169 | 0.835 | 0.801 | |
| DCBackbone=DLinear2026.03 | 1.176 | 0.855 | 0.801 | |
| DCBackbone=xPatch2026.03 | 1.18 | 0.84 | 0.806 | |
| DCBackbone=iTransformer2026.03 | 1.197 | 0.856 | 0.778 |