Multivariate Load Forecasting on UT Austin dataset 6h forecast horizon (test)
1.43RMSE (MW)Chronos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChronosNWP data=Included, Scenario=Data-scarce, Setting=Zero-shot2024.11 | 1.43 | 0.97 | 2.41 | |
| PatchTSTNWP data=Included, Scenario=Data-scarce2024.11 | 2.14 | 1.63 | 4 | |
| TFTNWP data=Included, Scenario=Data-scarce2024.11 | 2.18 | 1.57 | 3.86 | |
| DeepARNWP data=Included, Scenario=Data-scarce2024.11 | 2.89 | 2.25 | 5.62 | |
| TimeLLMNWP data=Included, Scenario=Data-scarce2024.11 | 5.09 | 4.03 | 10.21 |