Time Series Forecasting on Energy (test)
0.124MSEDAG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DAGfuture exogenous support=inherent2025.09 | 0.124 | 0.267 | |
| TFTfuture exogenous support=inherent2025.09 | 0.13 | 0.283 | |
| GCGNetfuture exogenous support=inherent2025.09 | 0.131 | 0.277 | |
| TiDEfuture exogenous support=inherent2025.09 | 0.153 | 0.302 | |
| TimeXerfuture exogenous support=inherent2025.09 | 0.163 | 0.315 | |
| DUETfuture exogenous support=MLP fusion adaptation2025.09 | 0.203 | 0.367 | |
| TimeKANfuture exogenous support=MLP fusion adaptation2025.09 | 0.218 | 0.381 | |
| PatchTSTfuture exogenous support=MLP fusion adaptation2025.09 | 0.226 | 0.377 | |
| Amplifierfuture exogenous support=MLP fusion adaptation2025.09 | 0.233 | 0.389 | |
| CrossLinearfuture exogenous support=MLP fusion adaptation2025.09 | 0.239 | 0.402 |