| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ETTh1 | MixLinear | MSE0.351 | 472 | 14d ago | |
| Electricity | D-PAD | MSE0.128 | 236 | 2mo ago | |
| Traffic | TiDE | MSE0.336 | 190 | 1mo ago | |
| ETTm1 (test) | PatchTST | MSE0.166 | 151 | 1d ago | |
| ETTh1 (test) | HiMTM | MSE0.358 | 138 | 1d ago | |
| ETTh2 (test) | MoHETS | MSE0.278 | 137 | 1d ago | |
| ECL | TimeBridge | MSE0.121 | 109 | 19d ago | |
| ILI | PatchTST/64 | MSE1.319 | 60 | 14d ago | |
| ETTh1 T=720 (test) | MoHETS | MSE0.35 | 51 | 3mo ago | |
| ETTh1 T=96 (test) | SEG-MOE | MSE0.343 | 48 | 3mo ago | |
| ETTm1 T=96 (test) | GridTST | MSE0.279 | 39 | 3mo ago | |
| ETTh1 T=192 (test) | MoHETS | MSE0.376 | 37 | 3mo ago | |
| Exchange v1 (test) | PaiFilter | MSE0.083 | 29 | 12d ago | |
| ETTm1 (Avg) | HiMTM | MSE0.336 | 29 | 2d ago | |
| ETTm1 v1 (test) | MSE0.316 | 28 | 3mo ago | ||
| Electricity T=96 (test) | GridTST | MSE0.123 | 23 | 3mo ago | |
| ETTm2 (Avg) | HiMTM | MSE0.253 | 21 | 1mo ago | |
| Weather v1 (test) | MSE0.161 | 19 | 3mo ago | ||
| ETTh2 v1 (test) | PaiFilter | MSE0.292 | 18 | 3mo ago | |
| ETTh1 v1 (test) | PaiFilter | MSE0.375 | 18 | 3mo ago | |
| ETTm2 v1 (test) | PaiFilter | MSE0.174 | 18 | 3mo ago | |
| Traffic standard (test) | TimeMixer | MSE0.388 | 16 | 1mo ago | |
| ETTm2 standard (test) | TimeMixer | MSE0.256 | 16 | 1mo ago | |
| Illness v1 (test) | STELLA | MSE1.819 | 15 | 3mo ago | |
| ETTm1 T=720 (test) | GridTST | MSE0.417 | 15 | 3mo ago |
