Graph Generation on SBM Graphs (test)
250.06DegreeDDPO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DDPO2024.02 | 250.06 | 2.93 | 6.65 | 31.25 | — | — | — | |
| ConGress2024.05 | 34.1 | 3.1 | 4.5 | — | 0 | 0 | 0 | |
| MolGAN2024.05 | 29.4 | 3.5 | 2.8 | — | 95 | 100 | 10 | |
| GDSS2024.02 | 15.53 | 3.5 | 15.98 | 0 | — | — | — | |
| GRAN2024.05 | 14.1 | 1.7 | 2.1 | — | 100 | 100 | 25 | |
| MOOD2024.02 | 12.87 | 3.06 | 2.81 | 0 | — | — | — | |
| GraphRNN2024.02 | 6.92 | 1.72 | 3.15 | 4.92 | — | — | — | |
| GraphRNN2024.05 | 6.9 | 1.7 | 3.1 | — | 100 | 100 | 5 | |
| GG-GAN2024.05 | 4.4 | 2.1 | 2.3 | — | 100 | 100 | 0 | |
| SPECTRE2024.02 | 1.92 | 1.64 | 1.67 | 53.76 | — | — | — | |
| SPECTRE2024.05 | 1.9 | 1.6 | 1.6 | — | 100 | 100 | 52.5 | |
| DiGress2024.02 | 1.63 | 1.5 | 1.7 | 60.94 | — | — | — | |
| DiGress2024.05 | 1.6 | 1.5 | 1.7 | — | 100 | 100 | 67.5 | |
| GDPO2024.02 | 0.15 | 1.5 | 1.12 | 80.08 | — | — | — | |
| BwR2026.02 | 0.0478 | 0.0638 | 0.1139 | 7.5 | 100 | 100 | 7.5 | |
| HSpectre2026.02 | 0.0141 | 0.0528 | 0.0809 | 75 | 100 | 100 | 75 | |
| Flowette2026.02 | 0.0076 | 0.0508 | 0 | 100 | 100 | 100 | 100 | |
| G2PT2026.02 | 0.0035 | 0.012 | 0.0007 | 100 | — | — | — | |
| Cometh2026.02 | 0.002 | 0.0498 | 0.0383 | 75 | 100 | 100 | 75 | |
| DiGress2026.02 | 0.0018 | 0.0485 | 0.0415 | 60 | 100 | 100 | 60 | |
| SPECTRE2026.02 | 0.0015 | 0.0521 | 0.0412 | 52.5 | 100 | 100 | 52.5 | |
| GruM2026.02 | 0.0015 | 0.0589 | 0.045 | 85 | — | — | — | |
| CatFlow2026.02 | 0.0012 | 0.0498 | 0.0357 | 85 | — | — | — | |
| DisCo2026.02 | 0.0006 | 0.0266 | 0.051 | 66.2 | 100 | 100 | 66.2 | |
| DeFoG2026.02 | 0.0006 | 0.0517 | 0.0556 | 90 | 90 | 90 | 90 |