Multivariate Load Forecasting on UT Austin 1h forecast horizon (test)
0.71RMSE (MW)Chronos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChronosNWP data=Included, Scenario=Data-scarce, Setting=Zero-shot2024.11 | 0.71 | 0.5 | 1.22 | |
| TFTNWP data=Included, Scenario=Data-scarce2024.11 | 0.75 | 0.52 | 1.29 | |
| PatchTSTNWP data=Included, Scenario=Data-scarce2024.11 | 0.98 | 0.74 | 1.83 | |
| DeepARNWP data=Included, Scenario=Data-scarce2024.11 | 1.58 | 1.21 | 3 | |
| TimeLLMNWP data=Included, Scenario=Data-scarce2024.11 | 4.05 | 3.22 | 7.79 |