Electricity theft detection on Electricity Theft Dataset (test)
96.9AccuracySolar Irradiance-Fused Federated Learning Framework
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Solar Irradiance-Fused Federated Learning Framework2026.05 | 96.9 | 97.49 | 89.27 | 87.78 | |
| FedNH2026.05 | 96.43 | 97.09 | 87.52 | 85.88 | |
| BalanceFL2026.05 | 96.13 | 96.7 | 86.32 | 84.62 | |
| FedAvg2026.05 | 95.57 | 96.58 | 84.17 | 82.26 | |
| Local-only2026.05 | 94.7 | 95.63 | 81.31 | 78.69 |