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Benchmarks
Multivariate Load Forecasting on UT Austin 1h forecast horizon (test)
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0.71
RMSE (MW)
Chronos
0.5764
1.4782
2.38
3.2818
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
0.71
0.5
1.22
TFT
NWP data=Included, Sce...
2024.11
0.75
0.52
1.29
PatchTST
NWP data=Included, Sce...
2024.11
0.98
0.74
1.83
DeepAR
NWP data=Included, Sce...
2024.11
1.58
1.21
3
TimeLLM
NWP data=Included, Sce...
2024.11
4.05
3.22
7.79
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