Directed Graph Generation on ER-DAG
1.3RatioDIRECTO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DIRECTOBackbone=iterative refinement, Positional Encoding=MagLap2025.06 | 1.3 | 92 | |
| DIRECTO-DDBackbone=discrete diffusion, Positional Encoding=RRWP2025.06 | 1.4 | 79 | |
| DIRECTO-DDBackbone=discrete diffusion, Positional Encoding=MagLap2025.06 | 1.5 | 85 | |
| DeFoG2025.06 | 1.6 | 75 | |
| DIRECTOBackbone=iterative refinement, Positional Encoding=RRWP2025.06 | 1.7 | 94 | |
| DiGress2025.06 | 1.9 | 34 | |
| LayerDAG2025.06 | 4.2 | 21.5 | |
| MLE2025.06 | 15.1 | 0 | |
| D-VAE2025.06 | 106.6 | 0 |