Time Series Forecasting on PJM Interconnection (test)
0.07MSELightGTS-Cov
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LightGTS-Covadaptation=MLP plug-in, covariates=future-known2026.02 | 0.07 | 0.157 | |
| CoRAcovariates=future-known2026.02 | 0.073 | 0.165 | |
| AdaPTScovariates=future-known2026.02 | 0.08 | 0.173 | |
| ChronosXcovariates=future-known2026.02 | 0.089 | 0.189 | |
| Timer-XLcovariates=future-known2026.02 | 0.089 | 0.187 | |
| UniCAcovariates=future-known2026.02 | 0.09 | 0.187 | |
| DAGfuture exogenous support=inherent2025.09 | 0.093 | 0.18 | |
| GCGNetfuture exogenous support=inherent2025.09 | 0.095 | 0.187 | |
| DUETfuture exogenous support=MLP fusion adaptation2025.09 | 0.102 | 0.197 | |
| TimeXerfuture exogenous support=inherent2025.09 | 0.108 | 0.198 | |
| CrossLinearfuture exogenous support=MLP fusion adaptation2025.09 | 0.112 | 0.223 | |
| TFTfuture exogenous support=inherent2025.09 | 0.114 | 0.207 | |
| PatchTSTfuture exogenous support=MLP fusion adaptation2025.09 | 0.133 | 0.259 | |
| Amplifierfuture exogenous support=MLP fusion adaptation2025.09 | 0.137 | 0.246 | |
| TimeKANfuture exogenous support=MLP fusion adaptation2025.09 | 0.139 | 0.262 | |
| TiDEfuture exogenous support=inherent2025.09 | 0.142 | 0.246 |