Non-Intrusive Load Monitoring on UK-DALE (House 2)
8.51MAE (F)RefQuery
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RefQueryAdaptation data duration=7 days2026.03 | 8.51 | 7.99 | 4.93 | 4.88 | 6.41 | 6.54 | 93.9 | 84.4 | 20.4 | 83.6 | 86.8 | 73.8 | |
| MA-TRFAdaptation data duration=7 days2026.03 | 8.8 | 4.66 | 2.99 | 6.47 | 2.73 | 5.13 | 91.5 | 78.1 | 29.2 | 58.8 | 97.3 | 71 | |
| SA-S2PAdaptation data duration=7 days2026.03 | 9.57 | 9.45 | 5.56 | 8.08 | 6.32 | 7.8 | 91.6 | 80.1 | 24.7 | 53.3 | 91 | 68.2 | |
| MA-CNNAdaptation data duration=7 days2026.03 | 10.62 | 11.39 | 10.91 | 12.25 | 10.95 | 11.22 | 90.5 | 67.4 | 18 | 43.3 | 55.8 | 55 |