Graph Generative Modeling on PTC (test)
0.0001Degree Distribution Error50/50 split
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| 50/50 split2022.10 | 0.0001 | 0.0001 | 0.0001 | 0.002 | 0.013 | |
| BiGG2022.10 | 0.0001 | 0.002 | 0 | 0.016 | 0.015 | |
| 50/50 split2022.10 | 0.0001 | 0.0001 | 0.0001 | 0.002 | 0.013 | |
| BiGG2022.10 | 0.0001 | 0.002 | 0 | 0.016 | 0.015 | |
| GraphRNN2022.10 | 0.005 | 0.003 | 0.002 | 0.075 | 0.397 | |
| GraphRNN2022.10 | 0.005 | 0.003 | 0.002 | 0.075 | 0.397 | |
| GRAN2022.10 | 0.013 | 0.137 | 0.006 | 0.034 | 0.194 | |
| GRAN2022.10 | 0.013 | 0.137 | 0.006 | 0.034 | 0.194 | |
| GraphVAE-MM2022.10 | 0.02 | 0.0003 | 0.003 | 0.018 | 0.043 | |
| GraphVAE-MM2022.10 | 0.02 | 0.0003 | 0.003 | 0.018 | 0.043 | |
| GraphRNN-S2022.10 | 0.022 | 0.254 | 0.035 | 0.057 | 0.27 | |
| GraphRNN-S2022.10 | 0.022 | 0.254 | 0.035 | 0.057 | 0.27 |