Probabilistic Forecasting on Exchange (NLPD, CRPS, MSE)
0.085CRPSDeRegiME
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeRegiMEProbabilistic head type=DeRegiME2026.05 | 0.085 | 0.528 | 0.027 | — | — | — | |
| Student-tProbabilistic head type=Student-t2026.05 | 0.086 | 0.512 | 0.027 | — | — | — | |
| GaussianProbabilistic head type=Gaussian2026.05 | 0.088 | 0.414 | 0.028 | — | — | — | |
| RQProbabilistic head type=RQ2026.05 | 0.093 | 0.355 | 0.029 | — | — | — | |
| QuantileProbabilistic head type=Quantile2026.05 | 0.094 | — | 0.031 | — | — | — | |
| RBFProbabilistic head type=RBF2026.05 | 0.095 | 0.347 | 0.031 | — | — | — | |
| DeRegiMEEncoder=PatchTST2026.05 | — | — | — | 2.3 | 0 | -1.4 | |
| DeRegiMEEncoder=DLinear2026.05 | — | — | — | -2.9 | -0.9 | -0.2 | |
| DeRegiMEEncoder=TimeMixer2026.05 | — | — | — | -3.1 | -1.6 | -1.3 |