Time-series Forecasting on Weather (MSE, MAE, NLL)
0.1255MSEKoopa
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Koopavariant=Vanilla2026.02 | 0.1255 | 0.167 | — | |
| Proximal Score-based VIvariational_family=Gaussian2026.02 | 0.1265 | 0.169 | 0.4103 | |
| ADVIvariational_family=Gaussian2026.02 | 0.1273 | 0.1698 | 0.4152 | |
| CHARMEvaluation Protocol=Fully Fine-tuned2026.05 | 0.222 | 0.255 | — | |
| Toto2026.05 | 0.224 | 0.245 | — | |
| TimeMixer++2026.05 | 0.226 | 0.262 | — | |
| MOMENTEvaluation Protocol=Linear Probing2026.05 | 0.228 | 0.266 | — | |
| CHARMEvaluation Protocol=Linear Probing2026.05 | 0.23 | 0.262 | — | |
| CHARMEvaluation Protocol=Non-linear Head2026.05 | 0.23 | 0.262 | — | |
| PatchTSTEvaluation Protocol=Linear Probing2026.05 | 0.233 | 0.27 | — | |
| MoiraiVariant=Base2026.05 | 0.238 | 0.261 | — | |
| MoiraiVariant=Small2026.05 | 0.242 | 0.267 | — | |
| MoiraiVariant=Large2026.05 | 0.263 | 0.271 | — | |
| VisionTS2026.05 | 0.269 | 0.292 | — |