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ResearchFormerly WizWand

Appliance State Recognition on REDD House 1 Synthetic Injection

99.84AccuracyDualNILM
78.707284.193689.6895.1664Aug 20, 2025
Updated 4mo ago

Evaluation results

MethodLinks
DualNILMEvaluation protocol=Cross-validation2025.0899.8496.2697.1196.64
UNetNILMEvaluation protocol=Cross-validation2025.0899.0576.1185.2275.27
CNN-LSTMEvaluation protocol=Cross-validation2025.0898.6746.3250.7547.96
XGBoostEvaluation protocol=Cross-validation2025.0897.974.588.7479.18
Seq2PointEvaluation protocol=Cross-validation2025.0897.6542.256.4246.07
TransformerEvaluation protocol=Cross-validation2025.0895.9956.0854.153.42
FHMMEvaluation protocol=Cross-validation2025.0879.521.4613.472.07