Energy Injection Disaggregation on UKDALE Synthetic Injection (House 2)
0.9252Average RMSESeq2Seq
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Seq2Seq2025.08 | 0.9252 | 0.2833 | |
| Seq2Seq2025.08 | 0.9252 | 0.2833 | |
| DualNILM2025.08 | 0.9344 | 0.2883 | |
| DualNILM2025.08 | 0.9344 | 0.2883 | |
| DAE2025.08 | 0.9594 | 0.3368 | |
| DAE2025.08 | 0.9594 | 0.3368 | |
| BERT+2025.08 | 1.0123 | 0.3123 | |
| UNetNILM2025.08 | 1.1285 | 0.3043 | |
| UNetNILM2025.08 | 1.1285 | 0.3043 | |
| FHMM2025.08 | 1.1477 | 0.3521 | |
| FHMM2025.08 | 1.1477 | 0.3521 | |
| SunDance2025.08 | 1.2187 | 0.3687 |