Forecasting on Exchange Rate (MSE)
0.086MSEiTransformer
Evaluation Results
| Method | Links | |
|---|---|---|
| iTransformerHorizon=96, Status=end-to-end supervised2026.05 | 0.086 | |
| PatchTSTHorizon=96, Status=end-to-end supervised2026.05 | 0.088 | |
| DLinearHorizon=96, Status=end-to-end supervised2026.05 | 0.088 | |
| CHARMHorizon=96, Status=frozen embeddings + linear head2026.05 | 0.092 | |
| PatchTSTHorizon=192, Status=end-to-end supervised2026.05 | 0.176 | |
| DLinearHorizon=192, Status=end-to-end supervised2026.05 | 0.176 | |
| iTransformerHorizon=192, Status=end-to-end supervised2026.05 | 0.177 | |
| CHARMHorizon=192, Status=frozen embeddings + linear head2026.05 | 0.182 | |
| PatchTSTHorizon=336, Status=end-to-end supervised2026.05 | 0.301 | |
| DLinearHorizon=336, Status=end-to-end supervised2026.05 | 0.313 | |
| CHARMHorizon=336, Status=frozen embeddings + linear head2026.05 | 0.318 | |
| iTransformerHorizon=336, Status=end-to-end supervised2026.05 | 0.331 | |
| DLinearHorizon=720, Status=end-to-end supervised2026.05 | 0.839 | |
| iTransformerHorizon=720, Status=end-to-end supervised2026.05 | 0.847 | |
| PatchTSTHorizon=720, Status=end-to-end supervised2026.05 | 0.901 | |
| CHARMHorizon=720, Status=frozen embeddings + linear head2026.05 | 0.967 |