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Univariate Load Forecasting on UT Austin 48h horizon data-scarce scenario (test)
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2.93
RMSE (MW)
Chronos
2.7508
3.9604
5.17
6.3796
Nov 18, 2024
RMSE (MW)
MAE (MW)
MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (MW)
MAE (MW)
MAPE (%)
Chronos
Forecast horizon=48 h,...
2024.11
2.93
2.14
5.26
AutoARIMA
Forecast horizon=48 h
2024.11
4.07
3.18
7.82
NPTS
Forecast horizon=48 h
2024.11
4.09
3.28
8.03
SNM
Forecast horizon=48 h
2024.11
4.34
3.31
8.09
AutoETS
Forecast horizon=48 h
2024.11
4.8
3.84
9.32
CSBA
Forecast horizon=48 h
2024.11
5.05
4.07
9.76
TFT
Forecast horizon=48 h
2024.11
5.13
3.97
9.88
PatchTST
Forecast horizon=48 h
2024.11
5.79
4.65
10.99
TimeLLM
Forecast horizon=48 h
2024.11
6.87
5.55
13.87
DeepAR
Forecast horizon=48 h
2024.11
7.41
6.19
15.53
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