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Load Forecasting on ERCOT

2.91MAPE

LoadKAN

Updated 1mo ago

Evaluation Results

Method	Links
LoadKAN 2026.06		2.91	1,674	0.942
Trans. 2026.06		2.97	1,708	0.939
Informer 2026.06		3.03	1,754	0.936
TCN 2026.06		3.16	1,817	0.927
Chronos 2026.06		3.83	2,246	0.874
LSTM 2026.06		4.11	2,446	0.864
GRU 2026.06		4.19	2,478	0.859
MLP 2026.06		4.52	2,743	0.831
PureKAN 2026.06		7.82	4,093	0.584