Directed Graph Generation on SBM
1.5RatioDIRECTO-DD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DIRECTO-DDBackbone=discrete diffusion, Positional Encoding=MagLap2025.06 | 1.5 | 95.5 | |
| DIRECTO-DDBackbone=discrete diffusion, Positional Encoding=RRWP2025.06 | 1.7 | 81.5 | |
| DIRECTOBackbone=iterative refinement, Positional Encoding=RRWP2025.06 | 1.8 | 99.5 | |
| DIRECTOBackbone=iterative refinement, Positional Encoding=MagLap2025.06 | 2 | 96.5 | |
| DiGress2025.06 | 3.9 | 41.5 | |
| DeFoG2025.06 | 4.3 | 37 | |
| MLE2025.06 | 11.6 | 0 |