Index
Single property classification model
See: https://figshare.com/projects/ALIGNN_models/126478
- Number of contributions: 21
| Category | Sub-category | Benchmark | Method | Metric | Score | Team | Dataset | Size |
|---|---|---|---|---|---|---|---|---|
| AI | SinglePropertyClass | dft_3d_slme | matminer_rf | ACC | 0.8422 | UofT | dft_3d | 9062 |
| AI | SinglePropertyClass | dft_3d_mbj_bandgap | matminer_xgboost | ACC | 0.9399 | UofT | dft_3d | 18167 |
| AI | SinglePropertyClass | dft_3d_spillage | matminer_xgboost | ACC | 0.8364 | UofT | dft_3d | 11375 |
| AI | SinglePropertyClass | dft_3d_optb88vdw_bandgap | matminer_xgboost | ACC | 0.9361 | UofT | dft_3d | 55713 |
| AI | SinglePropertyClass | dft_3d_magmom_oszicar | matminer_xgboost | ACC | 0.9489 | UofT | dft_3d | 52210 |
| AI | SinglePropertyClass | dft_3d_n_powerfact | matminer_xgboost | ACC | 0.8186 | UofT | dft_3d | 23210 |
| AI | SinglePropertyClass | dft_3d_p_Seebeck | matminer_xgboost | ACC | 0.9332 | UofT | dft_3d | 23210 |