Time Series Forecasting on Rdatasets (monthly)
5.01sMAPEAR-KAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AR-KANHyperparameter search=grid search2025.09 | 5.01 | 0.788 | 47 | |
| Time-LLMHyperparameter search=grid search2025.09 | 5.18 | 0.802 | 52.8 | |
| TCNHyperparameter search=grid search2025.09 | 5.31 | 0.888 | 63.4 | |
| FANHyperparameter search=grid search2025.09 | 5.46 | 0.855 | 74.1 | |
| LSTMHyperparameter search=grid search2025.09 | 6.41 | 1.096 | 69.4 | |
| ARIMAHyperparameter search=grid search2025.09 | 6.96 | 1.225 | 94.3 | |
| TimesNetHyperparameter search=grid search2025.09 | 7.05 | 1.232 | 75.1 |