Probabilistic Forecasting on Electricity (NLPD, CRPS, MSE)
0.06CRPSGaussian
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GaussianProbabilistic head type=Gaussian2026.05 | 0.06 | 0.835 | 0.017 | — | — | — | |
| DeRegiMEProbabilistic head type=DeRegiME2026.05 | 0.061 | 0.939 | 0.017 | — | — | — | |
| Student-tProbabilistic head type=Student-t2026.05 | 0.062 | 0.957 | 0.018 | — | — | — | |
| QuantileProbabilistic head type=Quantile2026.05 | 0.069 | — | 0.019 | — | — | — | |
| RBFProbabilistic head type=RBF2026.05 | 0.132 | 0.239 | 0.022 | — | — | — | |
| RQProbabilistic head type=RQ2026.05 | 0.133 | 0.246 | 0.022 | — | — | — | |
| DeRegiMEEncoder=PatchTST2026.05 | — | — | — | -44.4 | -23.6 | -36.2 | |
| DeRegiMEEncoder=DLinear2026.05 | — | — | — | -9.5 | -9.2 | -23.2 | |
| DeRegiMEEncoder=TimeMixer2026.05 | — | — | — | 1.9 | -2.1 | -9.5 |