Appliance State Recognition on REDD House 3 Synthetic Injection
99.69AccuracyDualNILM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DualNILMEvaluation protocol=Cross-validation2025.08 | 99.69 | 77.42 | 84.46 | 80.04 | |
| UNetNILMEvaluation protocol=Cross-validation2025.08 | 99.07 | 59.91 | 54.73 | 57.1 | |
| Seq2PointEvaluation protocol=Cross-validation2025.08 | 98.1 | 42.78 | 50.9 | 44.47 | |
| TransformerEvaluation protocol=Cross-validation2025.08 | 97.81 | 40.21 | 38.89 | 39.43 | |
| CNN-LSTMEvaluation protocol=Cross-validation2025.08 | 95.92 | 28.85 | 38.17 | 32.62 | |
| XGBoostEvaluation protocol=Cross-validation2025.08 | 94.89 | 46.22 | 56.38 | 50.51 | |
| FHMMEvaluation protocol=Cross-validation2025.08 | 83.84 | 4.53 | 0.9 | 1.49 |