Mechanical Property Prediction on AlSi10Mg (test)
11.24MAPE (Young's Modulus)Segmental predictive model with loss-based PIML
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Segmental predictive model with loss-based PIMLSegmentation=True, PIML=loss-based2026.03 | 11.24 | 16.89 | |
| Segmental predictive model with activation-based PIMLSegmentation=True, PIML=activation-based2026.03 | 16.44 | 18.53 | |
| Non-segmental predictive modelSegmentation=False, PIML=None2026.03 | 21.64 | 19.59 | |
| Segmental predictive model without PIMLSegmentation=True, PIML=None2026.03 | 25.47 | 24.16 |