Experimental Critical Temperature Prediction on SuperCon3D
0.703MAE (logK)Elements
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Elementsvalidation_scheme=10-fold cross-validation, additional_features=DFT Tc2026.04 | 0.703 | 0.548 | |
| Elementsvalidation_scheme=10-fold cross-validation, additional_features=none2026.04 | 0.732 | 0.505 | |
| Matformervalidation_scheme=10-fold cross-validation2026.04 | 0.755 | 0.479 | |
| ALIGNNvalidation_scheme=10-fold cross-validation2026.04 | 0.762 | 0.467 | |
| MEGNetvalidation_scheme=10-fold cross-validation2026.04 | 0.77 | 0.463 | |
| SphereNetvalidation_scheme=10-fold cross-validation2026.04 | 0.811 | 0.434 | |
| DimeNet++validation_scheme=10-fold cross-validation2026.04 | 0.827 | 0.444 | |
| CGCNNvalidation_scheme=10-fold cross-validation2026.04 | 0.879 | 0.405 | |
| SchNetvalidation_scheme=10-fold cross-validation2026.04 | 0.891 | 0.401 |