Time Series Forecasting on Cross rate one time interval ahead
0.2MAETFT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TFTEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.2 | 0.08 | 1.24 | |
| CAARL (GPT3)Evaluation Protocol=Zero-shot2026.04 | 0.36 | 0.24 | 0.34 | |
| CAARL (GPT4)Evaluation Protocol=Zero-shot2026.04 | 0.36 | 0.24 | 0.34 | |
| CAARL (GPT3)Evaluation Protocol=Few-shot2026.04 | 0.36 | 0.23 | 1.49 | |
| CAARL (DAVINCI)Evaluation Protocol=Zero-shot2026.04 | 0.37 | 0.27 | 0.36 | |
| CAARL (GPT4)Evaluation Protocol=Few-shot2026.04 | 0.38 | 0.24 | 1.56 | |
| CAARL (DAVINCI)Evaluation Protocol=Few-shot2026.04 | 0.38 | 0.23 | 1.49 | |
| P-TSTEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.64 | 0.54 | 1 | |
| DLinearEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.65 | 0.56 | 1 | |
| TimesNetEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.75 | 0.64 | 1.17 | |
| FEDformerEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.82 | 0.71 | 1.27 | |
| AutoformerEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.88 | 0.76 | 1.34 | |
| DCRNNEvaluation Protocol=Few-shot, Category=Graph-based2026.04 | 0.98 | 1.28 | — | |
| InformerEvaluation Protocol=Few-shot, Category=Transformers2026.04 | 0.99 | 0.88 | 1.46 | |
| TGCNNEvaluation Protocol=Few-shot, Category=Graph-based2026.04 | 1.06 | 1.56 | — | |
| SVREvaluation Protocol=Few-shot, Category=Multivariate2026.04 | 1.18 | 2.37 | 11 | |
| GPREvaluation Protocol=Few-shot, Category=Multivariate2026.04 | 1.18 | 2.37 | 11 |