| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Degradation Estimation | HUST | MSE27.82 | 33 | |
| Industry 4.0 Monitoring | HUST | MSE0.0033 | 6 | |
| SoH estimation | HUST | MAPE0.26 | 5 | |
| Fault Diagnosis | HUST (test) | F1 Score58.21 | 4 | |
| Physical Modeling | HUST | Score35.67 | 2 | |
| Degradation estimation | HUST sample (cross-validation) | MSE0.0019 | 1 | |
| Battery cycle life prediction | HUST (test) | Imp18.95 | 1 |