Molecule Graph Generation on QM9 (test)
99.1ValidityEDGE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EDGE2024.05 | 99.1 | 99.1 | — | |
| DiGress2024.05 | 99 | 95.2 | 31.8 | |
| ConGress2024.05 | 98.9 | 95.7 | 38.3 | |
| MolGAN2024.05 | 98.1 | 10.2 | 9.6 | |
| GDSS2024.05 | 95.7 | 94.3 | — | |
| GRAPHARM2024.05 | 90.3 | 86.3 | — | |
| SPECTRE2024.05 | 87.3 | 31.2 | 29.1 | |
| GraphNVP2024.05 | 83.1 | 82.4 | — | |
| GT-VAE2024.05 | 74.6 | 16.8 | 15.8 | |
| GrammarVAE2024.05 | 60.2 | 5.6 | 4.5 | |
| Set2GraphVAE2024.05 | 59.9 | 56.2 | — | |
| GraphVAE2024.05 | 55.7 | 42 | 26.1 | |
| GG-GAN2024.05 | 51.2 | 24.4 | 24.4 | |
| CharacterVAE2024.05 | 10.3 | 7 | 6.3 |