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Multivariate Load Forecasting on UT Austin dataset 24h forecast horizon (test)
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2.23
RMSE (MW)
Chronos
2.0064
3.5157
5.025
6.5343
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
2.23
1.61
3.97
PatchTST
NWP data=Included, Sce...
2024.11
3.49
2.71
6.82
TFT
NWP data=Included, Sce...
2024.11
3.93
3.01
7.73
DeepAR
NWP data=Included, Sce...
2024.11
4.33
3.47
8.94
TimeLLM
NWP data=Included, Sce...
2024.11
7.82
6.23
15.8
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