Time Series Forecasting on Exchange rate (test)
0.03MSESegRNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegRNNPost-Training=false, Forecast Horizons=24, 482025.05 | 0.03 | — | — | |
| SegRNNPost-Training=true, Forecast Horizons=24, 48, HPO Algorithm=SH2025.05 | 0.03 | — | 1.19 | |
| CrossformerPost-Training=false, Forecast Horizons=24, 482025.05 | 0.04 | — | — | |
| CrossformerPost-Training=true, Forecast Horizons=24, 48, HPO Algorithm=SH2025.05 | 0.04 | — | 0.04 | |
| DLinearPost-Training=false, Forecast Horizons=24, 482025.05 | 0.04 | — | — | |
| DLinearPost-Training=true, Forecast Horizons=24, 48, HPO Algorithm=SH2025.05 | 0.04 | — | 0.06 | |
| PatchTSTPost-Training=false, Forecast Horizons=24, 482025.05 | 0.04 | — | — | |
| PatchTSTPost-Training=true, Forecast Horizons=24, 48, HPO Algorithm=SH2025.05 | 0.04 | — | 4.27 | |
| AutoformerPost-Training=true, Forecast Horizons=24, 48, HPO Algorithm=SH2025.05 | 0.08 | — | 11.33 | |
| AutoformerPost-Training=false, Forecast Horizons=24, 482025.05 | 0.09 | — | — | |
| MoiraiZero-shot=true2025.04 | 0.109 | 0.227 | — | |
| TimerZero-shot=true2025.04 | 0.114 | 0.233 | — | |
| Train-BTDZero-shot=true2025.04 | 0.119 | 0.239 | — | |
| ChronosZero-shot=true2025.04 | 0.121 | 0.244 | — | |
| Train-BZero-shot=true2025.04 | 0.128 | 0.251 | — | |
| Train-TDZero-shot=true2025.04 | 0.131 | 0.249 | — | |
| DI-GPTZero-shot=true2025.04 | 0.553 | 0.564 | — |