Degradation inference on Bridge dataset (test)
0.008MAEH-CDE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| H-CDEMulti-component (MC)=true, Pre-training (PT)=true2025.08 | 0.008 | 0.01 | 89.3 | |
| H-CDE w/o MCMulti-component (MC)=false, Pre-training (PT)=true2025.08 | 0.01 | 0.014 | 83.7 | |
| CDE2025.08 | 0.012 | 0.017 | 73.8 | |
| GRU2025.08 | 0.013 | 0.016 | 51.6 | |
| TimeMixer2025.08 | 0.013 | 0.017 | 53.8 | |
| H-CDE w/o PTMulti-component (MC)=true, Pre-training (PT)=false2025.08 | 0.015 | 0.019 | 69.2 | |
| CNN2025.08 | 0.019 | 0.025 | 30.2 | |
| ODE-GRU2025.08 | 0.032 | 0.048 | 9.4 |