Remaining Useful Life Prediction on Toyota battery dataset
55.34RMSEBACE-RUL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BACE-RUL2025.03 | 55.34 | 16,900,000 | 29.21 | |
| Weibull AFT2025.03 | 60.4 | 347,000,000 | 21.45 | |
| BRR2025.03 | 68.4 | 164,000,000 | 59.19 | |
| Cox-PH2025.03 | 79.34 | 11,600,000,000 | 19 | |
| RF2025.03 | 92.26 | 267,000,000,000,000 | 19.62 | |
| SVM2025.03 | 102.28 | 3,890,000,000,000 | 88.88 | |
| DATE2025.03 | 161.35 | 330,000,000,000,000,000 | 175.4 | |
| DCNN2025.03 | 179.44 | 3,990,000,000,000,000,000 | 234.02 | |
| LSTM2025.03 | 179.51 | 1,470,000,000,000,000,000 | 227.8 |