| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ILI (test) | KOSS | MSE1.108 | 96 | 4d ago | |
| Weather | FITS | MSE0.143 | 74 | 4d ago | |
| ETTm2 | MMFNet | MSE0.16 | 74 | 4d ago | |
| Solar-Energy | SOFTS | MSE0.2 | 66 | 4d ago | |
| Electricity Multivariate (test) | PatchMixer | MSE0.129 | 44 | 4d ago | |
| Traffic | PatchTST | MSE0.366 | 42 | 4d ago | |
| Electricity | PatchTST | MSE0.129 | 36 | 4d ago | |
| Traffic | PatchTST | MSE0.366 | 32 | 4d ago | |
| Electricity | PatchTST | MSE0.129 | 32 | 4d ago | |
| ETT Avg (test) | CATS | MSE0.289 | 10 | 4d ago | |
| Electricity | PatchTST | MSE (Horizon 96)0.129 | 10 | 4d ago | |
| Electricity (test) | RCF part | Training Time (s)12.8 | 9 | 4d ago | |
| Weather O=720 (test) | Dlinear | MSE0.345 | 7 | 4d ago | |
| Weather O=336 (test) | TimesNet | MSE0.28 | 7 | 4d ago | |
| Weather O=96 (test) | TimesNet | MSE0.172 | 7 | 4d ago | |
| Traffic O=720 (test) | CP-Net | MSE0.539 | 7 | 4d ago | |
| Traffic O=336 (test) | CP-Net | MSE0.506 | 7 | 4d ago | |
| Traffic O=192 (test) | CP-Net | MSE0.492 | 7 | 4d ago | |
| Traffic O=96 (test) | CP-Net | MSE0.492 | 7 | 4d ago | |
| ETTh2 O=720 (test) | CP-Net | MSE0.42 | 7 | 4d ago | |
| ETTh2 O=336 (test) | CP-Net | MSE0.412 | 7 | 4d ago | |
| ETTh2 O=192 (test) | CP-Net | MSE0.367 | 7 | 4d ago | |
| ETTh2 O=96 (test) | CP-Net | MSE0.291 | 7 | 4d ago | |
| ETTm2 O=720 (test) | CP-Net | MSE0.397 | 7 | 4d ago | |
| ETTm2 O=336 (test) | CP-Net | MSE0.299 | 7 | 4d ago |
