Graph Generation on Planar Graphs (test)
100Unique Node %GraphRNN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GraphRNN2024.05 | 100 | 24.5 | 9 | 2,508 | 100 | 0 | — | |
| GG-GAN2024.05 | 100 | 315 | 8.3 | 2,062.6 | 100 | 0 | — | |
| SPECTRE2024.05 | 100 | 2.5 | 2.5 | 2.4 | 100 | 25 | — | |
| DiGress2024.05 | 100 | 1.4 | 1.2 | 1.7 | 100 | 85 | — | |
| Train set2026.03 | 100 | — | — | — | — | — | 1 | |
| DeFoGStep=502026.03 | 95 | — | — | — | — | — | 3.2 | |
| Graph-GRPOStep=502026.03 | 95 | — | — | — | — | — | 1.5 | |
| GBDStep=1,0002026.03 | 92.5 | — | — | — | — | — | 7.7 | |
| GRAN2024.05 | 85 | 3.5 | 1.4 | 1.8 | 2.5 | 97.5 | — | |
| DisCoStep=1,0002026.03 | 83.6 | — | — | — | — | — | — | |
| CatFlow2026.03 | 80 | — | — | — | — | — | — | |
| DiGressStep=1,0002026.03 | 77.5 | — | — | — | — | — | 5.1 | |
| GDPO2024.02 | 73.83 | 0.03 | 0.62 | 0.02 | — | — | — | |
| GDPOStep=1,0002026.03 | 73.8 | — | — | — | — | — | — | |
| DiGress2024.02 | 70.02 | 1.43 | 1.22 | 1.72 | — | — | — | |
| SPECTRE2024.02 | 25.46 | 2.55 | 2.52 | 2.42 | — | — | — | |
| MolGAN2024.05 | 25 | 4.5 | 10.2 | 2,346 | 100 | 0 | — | |
| GraphGen2026.03 | 7.5 | — | — | — | — | — | 210.3 | |
| BiGG2026.03 | 5 | — | — | — | — | — | 16 | |
| DDPO2024.02 | 2.34 | 109.59 | 31.47 | 504.19 | — | — | — | |
| MOOD2024.02 | 1.21 | 5.73 | 11.87 | 30.62 | — | — | — | |
| GDSS2024.02 | 0.78 | 10.81 | 12.99 | 38.71 | — | — | — | |
| GraphRNN2024.02 | 0 | 24.51 | 9.03 | 2,508.3 | — | — | — | |
| ConGress2024.05 | 0 | 23.8 | 8.8 | 2,590 | 0 | 0 | — | |
| GraphRNN2026.03 | 0 | — | — | — | — | — | 490.2 |