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Multivariate Load Forecasting on UT Austin 48h forecast horizon (test)
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2.63
RMSE (MW)
Chronos
2.4688
3.5569
4.645
5.7331
Nov 18, 2024
RMSE (MW)
MAE (MW)
MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (MW)
MAE (MW)
MAPE (%)
Chronos
NWP data=Included, Sce...
2024.11
2.63
1.89
4.72
TFT
NWP data=Included, Sce...
2024.11
4.61
3.51
8.87
PatchTST
NWP data=Included, Sce...
2024.11
5.21
4.11
9.87
TimeLLM
NWP data=Included, Sce...
2024.11
6.18
4.91
12.46
DeepAR
NWP data=Included, Sce...
2024.11
6.66
5.48
13.95
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