Multivariate Load Forecasting on UT Austin dataset 24h forecast horizon (test)
2.23RMSE (MW)Chronos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChronosNWP data=Included, Scenario=Data-scarce, Setting=Zero-shot2024.11 | 2.23 | 1.61 | 3.97 | |
| PatchTSTNWP data=Included, Scenario=Data-scarce2024.11 | 3.49 | 2.71 | 6.82 | |
| TFTNWP data=Included, Scenario=Data-scarce2024.11 | 3.93 | 3.01 | 7.73 | |
| DeepARNWP data=Included, Scenario=Data-scarce2024.11 | 4.33 | 3.47 | 8.94 | |
| TimeLLMNWP data=Included, Scenario=Data-scarce2024.11 | 7.82 | 6.23 | 15.8 |