Multivariate Load Forecasting on UT Austin 48h forecast horizon (test)
2.63RMSE (MW)Chronos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChronosNWP data=Included, Scenario=Data-scarce, Setting=Zero-shot2024.11 | 2.63 | 1.89 | 4.72 | |
| TFTNWP data=Included, Scenario=Data-scarce2024.11 | 4.61 | 3.51 | 8.87 | |
| PatchTSTNWP data=Included, Scenario=Data-scarce2024.11 | 5.21 | 4.11 | 9.87 | |
| TimeLLMNWP data=Included, Scenario=Data-scarce2024.11 | 6.18 | 4.91 | 12.46 | |
| DeepARNWP data=Included, Scenario=Data-scarce2024.11 | 6.66 | 5.48 | 13.95 |