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ResearchFormerly WizWand

State Recognition on UKDALE

99.73AccuracyDualNILM
85.554889.234992.91596.5951Aug 20, 2025
Updated 4mo ago

Evaluation results

MethodLinks
DualNILM2025.0899.7392.9394.3893.51
UNetNILM2025.0898.9758.1470.3860.32
CNN-LSTM2025.0898.0736.7138.3937.43
Transformer2025.0898.0246.7752.646
XGBoost2025.0894.8854.1873.6258.32
Seq2Point2025.0893.7742.0744.8939.36
FHMM2025.0886.11.10.640.78