Non-Intrusive Load Monitoring on UK-DALE (House 1)
12.32MAE (F)MA-TRF
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MA-TRFAdaptation data duration=7 days2026.03 | 12.32 | 2.62 | 5.12 | 14.89 | 2.74 | 7.54 | 89.6 | 83 | 38.3 | 55.9 | 92.1 | 71.8 | |
| SA-S2PAdaptation data duration=7 days2026.03 | 15.54 | 4.41 | 7.49 | 8.21 | 5.58 | 8.25 | 87.4 | 75.2 | 16.8 | 77.8 | 67.4 | 64.9 | |
| RefQueryAdaptation data duration=7 days2026.03 | 16.79 | 2.15 | 5.52 | 6.78 | 5.49 | 7.35 | 88 | 90.4 | 1 | 86.6 | 75.3 | 68.2 | |
| MA-CNNAdaptation data duration=7 days2026.03 | 21.15 | 4.83 | 7.25 | 8.35 | 8.5 | 10.01 | 82.7 | 67.8 | 22.4 | 74.5 | 37.7 | 57 |