NASA Battery Dataset
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| RUL Forecasting | NASA Battery Dataset Average | E_RMSE0.0333 | 9 | |
| RUL Forecasting | NASA Battery Dataset B0018 | E_RMSE0.0343 | 9 | |
| RUL Forecasting | NASA Battery Dataset B0007 | E_RMSE0.0134 | 9 | |
| RUL Forecasting | NASA Battery Dataset B0005 | E_RMSE0.023 | 9 | |
| Capacity scalar temperature extrapolation | NASA Battery Dataset (B0005-B0036) (Near) | RMSE0.082 | 6 | |
| Voltage waveform temperature extrapolation | NASA battery dataset LiCoO2/graphite, 18650 cylindrical cells (High1) | RMSE0.229 | 5 | |
| Capacity scalar temperature extrapolation | NASA Battery Dataset B0005-B0036 (Mean) | RMSE0.084 | 3 | |
| Capacity scalar temperature extrapolation | NASA Battery Dataset (B0005-B0036) (Low1) | RMSE0.085 | 3 |
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