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ResearchFormerly WizWand

Energy Injection Disaggregation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

UKDALE Synthetic Injection (House 2)

0.925Average RMSE

12

Jun 23, 2026

UKDALE Synthetic Injection (House 1)

0.901Avg. RMSE

12

Jun 23, 2026

REDD Synthetic Injection (House 3)

0.426Avg. RMSE

12

Jun 23, 2026

REDD Synthetic Injection (House 2)

0.707Average RMSE

12

Jun 23, 2026

REDD Synthetic Injection (House 1)

0.666Avg RMSE

12

Jun 23, 2026

Laboratory Dataset Real Injection

0.143Avg. RMSE

5

Jun 23, 2026