Distribution Learning on ZINC250K
99.8UniquenessGraphDF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GraphDF2021.06 | 99.8 | 99.8 | 0.459 | 0.001 | |
| PS-VAEvocabulary=principal subgraph vocabulary2021.06 | 99.7 | 99.7 | 0.85 | 0.318 | |
| H-VAE*vocabulary=principal subgraph vocabulary2021.06 | 99.1 | 99.1 | 0.611 | 0.037 | |
| JT-VAE2021.06 | 98.8 | 98.8 | 0.882 | 0.263 | |
| F-VAE*vocabulary=principal subgraph vocabulary2021.06 | 98.8 | 98.8 | 0.676 | 0.085 | |
| GCPN2021.06 | 98.2 | 98.2 | 0.456 | 0.003 | |
| MARS2021.06 | 73.7 | 73.7 | 0.798 | 0.271 | |
| GraphAF2021.06 | 28.8 | 28.7 | 0.508 | 0.023 | |
| HierVAE2021.06 | 13.1 | 13.1 | 0.602 | 0.001 | |
| GA2021.06 | 0.8 | 0.8 | 0.705 | 0.001 |