Energy Injection Disaggregation on UKDALE Synthetic Injection (House 1)
0.9008Avg. RMSEDualNILM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DualNILM2025.08 | 0.9008 | 0.2731 | |
| DualNILM2025.08 | 0.9008 | 0.2731 | |
| Seq2Seq2025.08 | 0.9055 | 0.2758 | |
| Seq2Seq2025.08 | 0.9055 | 0.2758 | |
| DAE2025.08 | 0.9197 | 0.2948 | |
| DAE2025.08 | 0.9197 | 0.2948 | |
| BERT+2025.08 | 0.9712 | 0.2945 | |
| SunDance2025.08 | 1.1523 | 0.3478 | |
| FHMM2025.08 | 1.1905 | 0.3331 | |
| FHMM2025.08 | 1.1905 | 0.3331 | |
| UNetNILM2025.08 | 7.5014 | 1.3871 | |
| UNetNILM2025.08 | 7.5014 | 1.3871 |