| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ETTh2 | TimesNet + FAN | MSE0.112 | 445 | 14d ago | |
| Weather | SeesawNet | MSE0.142 | 425 | 19d ago | |
| ETTm1 | MSE0.278 | 383 | 14d ago | ||
| ETTm2 | TimesNet + FAN | MSE0.075 | 301 | 14d ago | |
| Weather (test) | PatchTST | MSE0.144 | 283 | 1d ago | |
| Traffic (test) | FiLM | MSE0.154 | 226 | 6d ago | |
| Electricity (test) | KOSS | MSE0.121 | 170 | 2mo ago | |
| ETTm2 (test) | PRformer | MSE0.162 | 167 | 1d ago | |
| Exchange (test) | TARFVAE | MSE0.016 | 159 | 1d ago | |
| Exchange | Koopa | MSE0.055 | 156 | 14d ago | |
| Solar-Energy (test) | ACFormer | MSE0.228 | 22 | 3mo ago | |
| Crypto | Attraos | MSE0.187 | 2 | 3mo ago |
