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Multivariate Load Forecasting on UT Austin dataset 12h forecast horizon (test)
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1.87
RMSE (MW)
Chronos
1.6868
2.9234
4.16
5.3966
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
1.87
1.32
3.29
PatchTST
NWP data=Included, Sce...
2024.11
2.63
1.94
4.79
DeepAR
NWP data=Included, Sce...
2024.11
3.09
2.42
5.95
TFT
NWP data=Included, Sce...
2024.11
3.16
2.36
5.98
TimeLLM
NWP data=Included, Sce...
2024.11
6.45
5.05
12.98
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