The mean and median MMD of the interatomic distances distribution of different methods compared with the test set. Single: individual distances p(dij|G), Pair: pairwise distances p(dij,duv|G), All: all distances p(d|G).
Method | Single | Pair | All | |||
---|---|---|---|---|---|---|
Mean | Median | Mean | Median | Mean | Median | |
RDKit | 3.4513 | 3.1602 | 3.8452 | 3.6827 | 4.0866 | 3.7519 |
DMCG | 4.5088 | 5.0245 | 5.2494 | 5.8464 | 5.8464 | 6.3546 |
CVGAE | 4.1789 | 4.1762 | 4.9184 | 5.1856 | 5.9747 | 5.9928 |
GraphDG | 0.7645 | 0.2346 | 0.8920 | 0.3287 | 1.1949 | 0.5485 |
CGCF | 0.4490 | 0.1786 | 0.5509 | 0.2734 | 0.8703 | 0.4447 |
ConfGF | 0.3684 | 0.2358 | 0.4582 | 0.3206 | 0.6091 | 0.4240 |
SDEGen | 0.3943 | 0.1037 | 0.4518 | 0.1762 | 0.6249 | 0.2742 |