Channel-wise Asynchronous Long-Term Multivariate Forecasting on ETT2
0.264CMSECTF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CTFPrediction Length=192, Approach=Channel-Dependent2025.06 | 0.264 | 0.312 | |
| PatchTSTPrediction Length=192, Approach=Channel-Independent2025.06 | 0.276 | 0.323 | |
| DLinearPrediction Length=192, Approach=Channel-Independent2025.06 | 0.287 | 0.347 | |
| CTFPrediction Length=336, Approach=Channel-Dependent2025.06 | 0.319 | 0.349 | |
| PatchTSTPrediction Length=336, Approach=Channel-Independent2025.06 | 0.339 | 0.365 | |
| CTFPrediction Length=768, Approach=Channel-Dependent2025.06 | 0.436 | 0.416 | |
| PatchTSTPrediction Length=768, Approach=Channel-Independent2025.06 | 0.45 | 0.431 | |
| CTFPrediction Length=1152, Approach=Channel-Dependent2025.06 | 0.488 | 0.454 | |
| PatchTSTPrediction Length=1152, Approach=Channel-Independent2025.06 | 0.494 | 0.465 |