Energy Injection Disaggregation on REDD Synthetic Injection (House 1)
0.6661Avg RMSEDualNILM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DualNILM2025.08 | 0.6661 | 0.1777 | |
| DualNILM2025.08 | 0.6661 | 0.1777 | |
| Seq2Seq2025.08 | 0.6834 | 0.237 | |
| Seq2Seq2025.08 | 0.6834 | 0.237 | |
| BERT+2025.08 | 0.7234 | 0.1945 | |
| UNetNILM2025.08 | 0.7589 | 0.1983 | |
| UNetNILM2025.08 | 0.7589 | 0.1983 | |
| FHMM2025.08 | 0.8093 | 0.22 | |
| FHMM2025.08 | 0.8093 | 0.22 | |
| DAE2025.08 | 0.8115 | 0.2171 | |
| DAE2025.08 | 0.8115 | 0.2171 | |
| SunDance2025.08 | 0.8523 | 0.2847 |