Constrained Regression on Materials Project
0.124RMSECANUF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CANUF2026.01 | 0.124 | 0.086 | 0.044 | 0.156 | 0.992 | 0.001 | |
| PAL2026.01 | 0.126 | 0.087 | 0.094 | 0.267 | 1 | 0 | |
| Deep Ensembles2026.01 | 0.128 | 0.089 | 0.072 | 0.198 | 0.789 | 0.029 | |
| PINN2026.01 | 0.131 | 0.091 | 0.079 | 0.212 | 0.894 | 0.018 | |
| BNN2026.01 | 0.135 | 0.094 | 0.068 | 0.189 | 0.772 | 0.031 | |
| NeuPSL2026.01 | 0.138 | 0.096 | 0.076 | 0.203 | 0.947 | 0.008 | |
| MC-Dropout2026.01 | 0.142 | 0.098 | 0.087 | 0.234 | 0.763 | 0.034 |