Load forecasting on Second Competition Dataset (test)
131.74RMSEChronos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChronosForecast horizon=1 h2024.11 | 131.74 | 102.29 | 1.38 | |
| AutoARIMAForecast horizon=1 h2024.11 | 203.4 | 148.61 | 1.97 | |
| ChronosForecast horizon=6 h2024.11 | 263.41 | 169.66 | 2.24 | |
| DeepARForecast horizon=1 h2024.11 | 276.9 | 215.77 | 3.1 | |
| TFTForecast horizon=1 h2024.11 | 285.58 | 223.16 | 2.88 | |
| ChronosForecast horizon=12 h2024.11 | 303.96 | 193.61 | 2.55 | |
| PatchTSTForecast horizon=1 h2024.11 | 314.18 | 260.3 | 3.54 | |
| AutoETSForecast horizon=1 h2024.11 | 347.92 | 243.36 | 3.2 | |
| DeepARForecast horizon=6 h2024.11 | 381.77 | 294.7 | 4.19 | |
| PatchTSTForecast horizon=12 h2024.11 | 388.6 | 235.76 | 2.97 | |
| PatchTSTForecast horizon=6 h2024.11 | 400.25 | 265.2 | 3.41 | |
| ChronosForecast horizon=24 h2024.11 | 432.8 | 269.48 | 3.44 | |
| AutoETSForecast horizon=6 h2024.11 | 446.05 | 310.38 | 4.09 | |
| AutoETSForecast horizon=12 h2024.11 | 476.18 | 332.86 | 4.37 | |
| ChronosForecast horizon=48 h2024.11 | 555.86 | 351.98 | 4.45 | |
| TFTForecast horizon=12 h2024.11 | 564.79 | 431.09 | 5.87 | |
| TFTForecast horizon=6 h2024.11 | 565.79 | 410.04 | 5.34 | |
| PatchTSTForecast horizon=24 h2024.11 | 608.69 | 395.58 | 4.91 | |
| AutoETSForecast horizon=24 h2024.11 | 627.07 | 440.61 | 5.62 | |
| DeepARForecast horizon=12 h2024.11 | 636.45 | 519.58 | 7.35 | |
| PatchTSTForecast horizon=48 h2024.11 | 667.78 | 476.46 | 5.96 | |
| SNMForecast horizon=1 h2024.11 | 681.47 | 469.13 | 5.98 | |
| SNMForecast horizon=6 h2024.11 | 681.47 | 469.13 | 5.98 | |
| SNMForecast horizon=12 h2024.11 | 681.47 | 469.13 | 5.98 | |
| SNMForecast horizon=24 h2024.11 | 681.47 | 469.13 | 5.98 | |
| AutoARIMAForecast horizon=6 h2024.11 | 704.53 | 403.43 | 5.17 | |
| AutoETSForecast horizon=48 h2024.11 | 724.66 | 517.6 | 6.63 | |
| SNMForecast horizon=48 h2024.11 | 787.44 | 560.53 | 7.2 | |
| TFTForecast horizon=48 h2024.11 | 803.25 | 595.2 | 7.79 | |
| TFTForecast horizon=24 h2024.11 | 838.89 | 635.77 | 8.19 | |
| AutoARIMAForecast horizon=24 h2024.11 | 859.92 | 546.92 | 6.96 | |
| AutoARIMAForecast horizon=48 h2024.11 | 959.8 | 630.68 | 8.08 | |
| NPTSForecast horizon=6 h2024.11 | 1,069.39 | 820.29 | 11.31 | |
| NPTSForecast horizon=12 h2024.11 | 1,070.63 | 822.11 | 11.32 | |
| NPTSForecast horizon=24 h2024.11 | 1,074.23 | 824.21 | 11.35 | |
| NPTSForecast horizon=1 h2024.11 | 1,078.32 | 827.05 | 11.39 | |
| AutoARIMAForecast horizon=12 h2024.11 | 1,080.14 | 515.79 | 6.59 | |
| NPTSForecast horizon=48 h2024.11 | 1,083.71 | 835.1 | 11.5 | |
| DeepARForecast horizon=24 h2024.11 | 1,334.16 | 1,107.25 | 15.36 | |
| CSBAForecast horizon=1 h2024.11 | 1,604.79 | 1,437.36 | 19.47 | |
| CSBAForecast horizon=24 h2024.11 | 1,662.3 | 1,420.21 | 20.92 | |
| CSBAForecast horizon=48 h2024.11 | 1,698.99 | 1,447.67 | 21.3 | |
| CSBAForecast horizon=6 h2024.11 | 1,842.37 | 1,641.54 | 22.63 | |
| DeepARForecast horizon=48 h2024.11 | 1,856.09 | 1,470.68 | 20.95 | |
| CSBAForecast horizon=12 h2024.11 | 1,947.9 | 1,800.43 | 25.24 | |
| TimeLLMForecast horizon=6 h2024.11 | 2,262.21 | 1,756.26 | 26.01 | |
| TimeLLMForecast horizon=48 h2024.11 | 2,270.25 | 1,887.29 | 27.55 | |
| TimeLLMForecast horizon=1 h2024.11 | 2,349.43 | 1,962.26 | 23.34 | |
| TimeLLMForecast horizon=12 h2024.11 | 3,218.9 | 2,581.81 | 38.27 | |
| TimeLLMForecast horizon=24 h2024.11 | 3,337.37 | 2,867.16 | 40.51 |