Bandgap prediction on HetDB (test)
0.11Mean Absolute Error (MAE)SE-PAINN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SE-PAINN2026.05 | 0.11 | 0.03 | 0.17 | 91 | |
| SE-CGCNN2026.05 | 0.12 | 0.03 | 0.18 | 91 | |
| BiMat-MLMonolayer properties (P)=Included, Stacking descriptors (S)=Included2026.05 | 0.13 | 0.04 | 0.21 | 88 | |
| BiMat-ML w/o SMonolayer properties (P)=Included, Stacking descriptors (S)=Excluded2026.05 | 0.14 | 0.05 | 0.22 | 86 | |
| Direct (CGCNN)Architecture=CGCNN2026.05 | 0.14 | 0.05 | 0.22 | 85 | |
| BiMat-ML w/o PMonolayer properties (P)=Excluded, Stacking descriptors (S)=Included2026.05 | 0.16 | 0.09 | 0.29 | 76 | |
| BiMat-ML w/o S&PMonolayer properties (P)=Excluded, Stacking descriptors (S)=Excluded2026.05 | 0.16 | 0.09 | 0.3 | 73 | |
| SE-MEGNET2026.05 | 0.19 | 0.09 | 0.29 | 76 |