Multivariate Load Forecasting on UT Austin dataset 12h forecast horizon (test)
1.87RMSE (MW)Chronos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChronosNWP data=Included, Scenario=Data-scarce, Setting=Zero-shot2024.11 | 1.87 | 1.32 | 3.29 | |
| PatchTSTNWP data=Included, Scenario=Data-scarce2024.11 | 2.63 | 1.94 | 4.79 | |
| DeepARNWP data=Included, Scenario=Data-scarce2024.11 | 3.09 | 2.42 | 5.95 | |
| TFTNWP data=Included, Scenario=Data-scarce2024.11 | 3.16 | 2.36 | 5.98 | |
| TimeLLMNWP data=Included, Scenario=Data-scarce2024.11 | 6.45 | 5.05 | 12.98 |