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Multivariate Load Forecasting on UT Austin dataset 6h forecast horizon (test)
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1.43
RMSE (MW)
Chronos
1.2836
2.2718
3.26
4.2482
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
1.43
0.97
2.41
PatchTST
NWP data=Included, Sce...
2024.11
2.14
1.63
4
TFT
NWP data=Included, Sce...
2024.11
2.18
1.57
3.86
DeepAR
NWP data=Included, Sce...
2024.11
2.89
2.25
5.62
TimeLLM
NWP data=Included, Sce...
2024.11
5.09
4.03
10.21
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