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Univariate Load Forecasting on UT Austin 6h horizon data-scarce scenario (test)
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1.59
RMSE (MW)
Chronos
1.4272
2.5261
3.625
4.7239
Nov 18, 2024
RMSE (MW)
MAE (MW)
MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (MW)
MAE (MW)
MAPE (%)
Chronos
Forecast horizon=6 h,...
2024.11
1.59
1.1
2.68
PatchTST
Forecast horizon=6 h
2024.11
2.38
1.84
4.45
TFT
Forecast horizon=6 h
2024.11
2.42
1.77
4.3
AutoARIMA
Forecast horizon=6 h
2024.11
2.64
1.93
4.74
DeepAR
Forecast horizon=6 h
2024.11
3.21
2.54
6.26
AutoETS
Forecast horizon=6 h
2024.11
3.69
2.82
6.88
SNM
Forecast horizon=6 h
2024.11
3.79
2.83
6.95
NPTS
Forecast horizon=6 h
2024.11
3.96
3.17
7.77
CSBA
Forecast horizon=6 h
2024.11
4.9
3.9
9.16
TimeLLM
Forecast horizon=6 h
2024.11
5.66
4.56
11.37
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