State Recognition on UKDALE benchmark leaderboard · SOTA2 Research

State Recognition on UKDALE

99.73AccuracyDualNILM

Evaluation Results

Method	Links
DualNILM2025.08		99.73	92.93	94.38	93.51
UNetNILM2025.08		98.97	58.14	70.38	60.32
CNN-LSTM2025.08		98.07	36.71	38.39	37.43
Transformer2025.08		98.02	46.77	52.6	46
XGBoost2025.08		94.88	54.18	73.62	58.32
Seq2Point2025.08		93.77	42.07	44.89	39.36
FHMM2025.08		86.1	1.1	0.64	0.78