Graph Generation on QM9 (Structural Properties)
0.25DegreeGSDM
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GSDM2025.09 | 0.25 | 0.03 | 2.6 | 0.98 | 0.76 | 1.76 | 4.09 | 3.19 | 0.91 | |
| GDSS2025.09 | 0.09 | 0.2 | 0.85 | 0.61 | 0.48 | 0.94 | 1.22 | 1.01 | 0.3 | |
| DiGress2025.09 | 0.06 | 0.01 | 0.11 | 0.27 | 0.23 | 0.35 | 0.08 | 0.14 | 0.04 | |
| GraphWeave2025.09 | 0.03 | 0 | 0.02 | 0.39 | 0.31 | 0.47 | 0.06 | 0.33 | 0.07 | |
| GRASP2025.09 | 0.01 | 0.11 | 0.06 | 0.54 | 0.39 | 0.03 | 0.12 | 0.19 | 0.03 | |
| GraphRNN2025.09 | 0.01 | 0.09 | 0.22 | 0.63 | 0.38 | 0.64 | 0.39 | 0.29 | 0.03 |