CALCE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| State of Health Prediction | CALCE CS2_36 | MAE0.73 | 8 | |
| State of Health Prediction | CALCE CS2_35 | MAE0.7 | 8 | |
| RUL prediction | CALCE (test) | RMSE0.0179 | 7 | |
| RUL prediction | CALCE | R20.9828 | 7 | |
| Remaining Useful Life Prediction | CALCE CS2_36 | MAE33.86 | 5 | |
| Remaining Useful Life Prediction | CALCE CS2_35 | MAE37.78 | 5 | |
| Battery cycle life prediction | CALCE (test) | Imp Score0.8439 | 1 | |
| Classification | CALCE | Latency (s)1.22 | 1 |
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