| 指标 | 模型 | Kettle | Microwave | Dishwasher | Fridge | Washing machine |
| MAE | Seq2point | 4.331 | 16.3204 | 45.4365 | 13.2361 | 44.2331 |
| nilmTCN | 2.310 | 10.5623 | 21.2347 | 10.3122 | 39.3412 |