Forecasting on Weather (Average MSE)
0.22Average MSETimeBlocks
Evaluation results
| Method | Links | |
|---|---|---|
| TimeBlocksEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.22 | |
| SymTimeEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.234 | |
| TTMEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.236 | |
| TimeMixerEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.238 | |
| PatchTSTEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.25 | |
| TimesNetEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.257 | |
| Lag-LlamaEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.26 | |
| AutoformerEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.353 | |
| MomentEvaluation Protocol=Inference-time (no fine-tuning), Prediction Horizons=96, 192, 336, 7202026.06 | 0.732 |