| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ETTh1 | MixLinear | MSE0.351 | 344 | 4d ago | |
| Electricity | D-PAD | MSE0.128 | 183 | 4d ago | |
| Traffic | TiDE | MSE0.336 | 159 | 4d ago | |
| ETTm1 (test) | PatchTST | MSE0.166 | 134 | 4d ago | |
| ETTh1 (test) | HiMTM | MSE0.358 | 77 | 4d ago | |
| ETTh2 (test) | MoHETS | MSE0.278 | 76 | 4d ago | |
| ETTh1 T=720 (test) | MoHETS | MSE0.35 | 51 | 4d ago | |
| ETTh1 T=96 (test) | SEG-MOE | MSE0.343 | 48 | 4d ago | |
| ETTm1 T=96 (test) | GridTST | MSE0.279 | 39 | 4d ago | |
| ETTh1 T=192 (test) | MoHETS | MSE0.376 | 37 | 4d ago | |
| ECL | SEED | MSE0.156 | 32 | 4d ago | |
| ETTm1 v1 (test) | MSE0.316 | 28 | 4d ago | ||
| Electricity T=96 (test) | GridTST | MSE0.123 | 23 | 4d ago | |
| Weather v1 (test) | MSE0.161 | 19 | 4d ago | ||
| Exchange v1 (test) | PaiFilter | MSE0.083 | 19 | 4d ago | |
| ETTh2 v1 (test) | PaiFilter | MSE0.292 | 18 | 4d ago | |
| ETTh1 v1 (test) | PaiFilter | MSE0.375 | 18 | 4d ago | |
| ETTm2 v1 (test) | PaiFilter | MSE0.174 | 18 | 4d ago | |
| Illness v1 (test) | STELLA | MSE1.819 | 15 | 4d ago | |
| ETTm1 T=720 (test) | GridTST | MSE0.417 | 15 | 4d ago | |
| ETTm1 T=336 (test) | GridTST | MSE0.36 | 15 | 4d ago | |
| ETTm1 T=192 (test) | GridTST | MSE0.327 | 15 | 4d ago | |
| ETTh1 T=336 (test) | GridTST | MSE0.436 | 15 | 4d ago | |
| Electricity T=720 (test) | GridTST | MSE0.186 | 15 | 4d ago | |
| Electricity T=336 (test) | GridTST | MSE0.158 | 15 | 4d ago |
