| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ETTh2 | TimesNet + FAN | MSE0.112 | 470 | 26d ago | |
| Weather | SeesawNet | MSE0.142 | 434 | 1mo ago | |
| ETTm1 | MSE0.278 | 404 | 1mo ago | ||
| Weather (test) | SearchCast | MSE0.141 | 328 | 29d ago | |
| ETTm2 | TimesNet + FAN | MSE0.075 | 322 | 1mo ago | |
| Traffic (test) | FiLM | MSE0.154 | 226 | 1mo ago | |
| ETTm2 (test) | SearchCast | MSE0.16 | 212 | 29d ago | |
| Exchange (test) | TARFVAE | MSE0.016 | 204 | 29d ago | |
| Electricity (test) | KOSS | MSE0.121 | 170 | 3mo ago | |
| Exchange | Koopa | MSE0.055 | 156 | 2mo ago | |
| Solar-Energy (test) | ACFormer | MSE0.228 | 22 | 4mo ago | |
| Crypto | Attraos | MSE0.187 | 2 | 4mo ago |
