Remaining Useful Life Prediction on Predictive Maintenance (test)
126.28MSEQAQL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| QAQL2026.06 | 126.28 | 11.23 | 12.49 | 8.19 | 104.18 | 1.86 | |
| Transformer2026.06 | 256.39 | 16.01 | 24.92 | 24.13 | 134.28 | 3.06 | |
| PPO2026.06 | 382.29 | 19.55 | 65.1 | 39.08 | 136.26 | 4.85 | |
| Deep Q-Network2026.06 | 532.48 | 23.07 | 43.37 | 41.48 | 150.74 | 3.43 | |
| SARSA2026.06 | 864.73 | 29.4 | 59.05 | 43.09 | 194.18 | 5.14 | |
| SGD2026.06 | 885.27 | 29.75 | 41.46 | 42.04 | 224.39 | 6.03 | |
| GRU2026.06 | 936.28 | 30.59 | 46.15 | 44.28 | 243.12 | 8.19 | |
| Bi - LSTM2026.06 | 1,064.01 | 32.62 | 50.83 | 42.02 | 311.18 | 12.46 |