Time Series Forecasting on Rdatasets quarterly
5.36sMAPEAR-KAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AR-KANHyperparameter search=grid search2025.09 | 5.36 | 0.964 | 40.1 | |
| FANHyperparameter search=grid search2025.09 | 6.49 | 1.113 | 74.5 | |
| TCNHyperparameter search=grid search2025.09 | 6.82 | 1.393 | 45.8 | |
| Time-LLMHyperparameter search=grid search2025.09 | 7.45 | 1.549 | 81.5 | |
| LSTMHyperparameter search=grid search2025.09 | 9.88 | 1.975 | 58.1 | |
| TimesNetHyperparameter search=grid search2025.09 | 9.96 | 2.056 | 57.8 | |
| ARIMAHyperparameter search=grid search2025.09 | 11.45 | 2.293 | 63.4 |