State of Health Prediction on NASA B0005
0.46MAEOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oursevaluation_source=on-platform evaluation2026.03 | 0.46 | 0.72 | 0.6 | |
| [38]evaluation_source=sourced from literature2026.03 | 0.5 | 0.8 | 0.83 | |
| [39]evaluation_source=sourced from literature2026.03 | 0.76 | 1.4 | 0.87 | |
| CNNevaluation_source=on-platform evaluation2026.03 | 0.87 | 1.08 | 1.18 | |
| [35]evaluation_source=sourced from literature2026.03 | 0.89 | 1.43 | 0.57 | |
| TCNevaluation_source=on-platform evaluation2026.03 | 0.95 | 1.2 | 1.26 | |
| Transformerevaluation_source=on-platform evaluation2026.03 | 1.2 | 1.42 | 1.53 | |
| LSTMevaluation_source=on-platform evaluation2026.03 | 1.21 | 1.66 | 1.69 | |
| [37]evaluation_source=sourced from literature2026.03 | 1.29 | 1.7 | — |