Forecasting on Weather (MAE)
0.201MAEVFEM
Evaluation Results
| Method | Links | |
|---|---|---|
| VFEMPrediction Horizon (F)=96, Evaluation Protocol=Ours2025.09 | 0.201 | |
| UniTSTPrediction Horizon (F)=96, Evaluation Protocol=Supervised2025.09 | 0.202 | |
| MoiraiLargePrediction Horizon (F)=96, Evaluation Protocol=Zero-Shot2025.09 | 0.211 | |
| GPT4TSPrediction Horizon (F)=96, Evaluation Protocol=Supervised2025.09 | 0.212 | |
| MoiraiBasePrediction Horizon (F)=96, Evaluation Protocol=Zero-Shot2025.09 | 0.217 | |
| PatchTSTPrediction Horizon (F)=96, Evaluation Protocol=Supervised2025.09 | 0.218 | |
| TimesNetPrediction Horizon (F)=96, Evaluation Protocol=Supervised2025.09 | 0.228 | |
| ChronosLargePrediction Horizon (F)=96, Evaluation Protocol=Zero-Shot2025.09 | 0.235 | |
| ChronosBasePrediction Horizon (F)=96, Evaluation Protocol=Zero-Shot2025.09 | 0.238 | |
| VFEMPrediction Horizon (F)=192, Evaluation Protocol=Ours2025.09 | 0.248 | |
| GPT4TSPrediction Horizon (F)=192, Evaluation Protocol=Supervised2025.09 | 0.248 | |
| UniTSTPrediction Horizon (F)=192, Evaluation Protocol=Supervised2025.09 | 0.25 | |
| MoiraiLargePrediction Horizon (F)=192, Evaluation Protocol=Zero-Shot2025.09 | 0.251 | |
| MoiraiBasePrediction Horizon (F)=192, Evaluation Protocol=Zero-Shot2025.09 | 0.259 | |
| PatchTSTPrediction Horizon (F)=192, Evaluation Protocol=Supervised2025.09 | 0.259 | |
| TimesNetPrediction Horizon (F)=192, Evaluation Protocol=Supervised2025.09 | 0.269 | |
| VFEMPrediction Horizon (F)=Avg, Evaluation Protocol=Ours2025.09 | 0.269 | |
| GPT4TSPrediction Horizon (F)=Avg, Evaluation Protocol=Supervised2025.09 | 0.271 | |
| UniTSTPrediction Horizon (F)=Avg, Evaluation Protocol=Supervised2025.09 | 0.271 | |
| MoiraiLargePrediction Horizon (F)=Avg, Evaluation Protocol=Zero-Shot2025.09 | 0.273 | |
| PatchTSTPrediction Horizon (F)=Avg, Evaluation Protocol=Supervised2025.09 | 0.28 | |
| MoiraiBasePrediction Horizon (F)=Avg, Evaluation Protocol=Zero-Shot2025.09 | 0.282 | |
| ChronosLargePrediction Horizon (F)=192, Evaluation Protocol=Zero-Shot2025.09 | 0.285 | |
| GPT4TSPrediction Horizon (F)=336, Evaluation Protocol=Supervised2025.09 | 0.286 | |
| ChronosBasePrediction Horizon (F)=192, Evaluation Protocol=Zero-Shot2025.09 | 0.29 | |
| VFEMPrediction Horizon (F)=336, Evaluation Protocol=Ours2025.09 | 0.29 | |
| MoiraiLargePrediction Horizon (F)=336, Evaluation Protocol=Zero-Shot2025.09 | 0.291 | |
| UniTSTPrediction Horizon (F)=336, Evaluation Protocol=Supervised2025.09 | 0.292 | |
| TimesNetPrediction Horizon (F)=Avg, Evaluation Protocol=Supervised2025.09 | 0.293 | |
| MoiraiBasePrediction Horizon (F)=336, Evaluation Protocol=Zero-Shot2025.09 | 0.297 | |
| PatchTSTPrediction Horizon (F)=336, Evaluation Protocol=Supervised2025.09 | 0.297 | |
| ChronosLargePrediction Horizon (F)=Avg, Evaluation Protocol=Zero-Shot2025.09 | 0.306 | |
| TimesNetPrediction Horizon (F)=336, Evaluation Protocol=Supervised2025.09 | 0.31 | |
| ChronosBasePrediction Horizon (F)=Avg, Evaluation Protocol=Zero-Shot2025.09 | 0.315 | |
| ChronosLargePrediction Horizon (F)=336, Evaluation Protocol=Zero-Shot2025.09 | 0.327 | |
| ChronosBasePrediction Horizon (F)=336, Evaluation Protocol=Zero-Shot2025.09 | 0.336 | |
| VFEMPrediction Horizon (F)=720, Evaluation Protocol=Ours2025.09 | 0.337 | |
| GPT4TSPrediction Horizon (F)=720, Evaluation Protocol=Supervised2025.09 | 0.337 | |
| MoiraiLargePrediction Horizon (F)=720, Evaluation Protocol=Zero-Shot2025.09 | 0.34 | |
| UniTSTPrediction Horizon (F)=720, Evaluation Protocol=Supervised2025.09 | 0.341 | |
| PatchTSTPrediction Horizon (F)=720, Evaluation Protocol=Supervised2025.09 | 0.347 | |
| MoiraiBasePrediction Horizon (F)=720, Evaluation Protocol=Zero-Shot2025.09 | 0.354 | |
| TimesNetPrediction Horizon (F)=720, Evaluation Protocol=Supervised2025.09 | 0.364 | |
| ChronosLargePrediction Horizon (F)=720, Evaluation Protocol=Zero-Shot2025.09 | 0.378 | |
| ChronosBasePrediction Horizon (F)=720, Evaluation Protocol=Zero-Shot2025.09 | 0.396 |