Table 2. Structure Prediction Performance of AlphaCrystal with Ground Truth Space Groups.
| target | mp_id | atom# in the unit cell | given space group | target space group | predicted contact map accuracy | reconstruct contact map accuracy | RMSD | MAE | RMS |
|---|---|---|---|---|---|---|---|---|---|
| Cr3O5 | mp-1096920 | 8 | 1 | 1 | 0.939 | 0.917 | 0.411 | 0.314 | 0.387 |
| Pb4O4 | mp-550714 | 8 | 29 | 29 | 0.696 | 0.952 | 0.376 | 0.324 | 0.398 |
| Co4P8 | mp-14285 | 12 | 14 | 14 | 0.727 | 0.968 | 0.196 | 0.156 | none |
| Ir4N8 | mp-415 | 12 | 14 | 14 | 0.773 | 0.952 | 0.145 | 0.128 | none |
| V2Cl10 | mp-1101909 | 12 | 2 | 2 | 0.848 | 0.889 | 0.212 | 0.156 | 0.466 |
| Co2As2S2 | mp-553946 | 6 | 31 | 31 | 0.939 | 0.857 | 0.196 | 0.146 | 0.404 |
| V2O1F7 | mp-765500 | 10 | 1 | 1 | 0.939 | 1.0 | 0.336 | 0.255 | none |
| V4O4F4 | mp-754589 | 12 | 92 | 92 | 0.803 | 0.889 | 0.196 | 0.171 | 0.382 |
| Fe4As4Se4 | mp-1101894 | 12 | 14 | 14 | 1.0 | 1.0 | 0.193 | 0.163 | 0.531 |
| Mn4Cu4P4 | mp-20203 | 12 | 62 | 62 | 0.879 | 0.941 | 0.146 | 0.117 | 0.560 |