Probabilistic Load Forecasting on Nongfu Dataset
476.03Quantile Score (QS)Chronos
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Chronosmode=zero-shot2024.11 | 476.03 | 884.23 | |
| Chronoszero-shot=true2024.11 | 476.03 | 884.23 | |
| PatchTST2024.11 | 597.06 | 1,017.49 | |
| PatchTST2024.11 | 597.06 | 1,017.49 | |
| AutoARIMA2024.11 | 621.28 | 1,166.15 | |
| AutoARIMA2024.11 | 621.28 | 1,166.15 | |
| AutoETS2024.11 | 623.79 | 1,034.51 | |
| AutoETS2024.11 | 623.79 | 1,034.51 | |
| SNM2024.11 | 626.39 | 1,140.73 | |
| SNM2024.11 | 626.39 | 1,140.73 | |
| CSBA2024.11 | 644.35 | 1,272.64 | |
| CSBA2024.11 | 644.35 | 1,272.64 | |
| TFT2024.11 | 694.7 | 1,280.55 | |
| TFT2024.11 | 694.7 | 1,280.55 | |
| NPTS2024.11 | 710.54 | 1,363.35 | |
| NPTS2024.11 | 710.54 | 1,363.35 | |
| DeepAR2024.11 | 1,054.01 | 2,184.67 | |
| DeepAR2024.11 | 1,054.01 | 2,184.67 |