Directed Graph Generation on TPU Tiles
44RatioDIRECTO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIRECTOBackbone=iterative refinement, Positional Encoding=MagLap2025.06 | 44 | 80.5 | 0.042 | |
| DiGress2025.06 | 57.5 | 70.9 | 0.097 | |
| DIRECTO-DDBackbone=discrete diffusion, Positional Encoding=RRWP2025.06 | 61 | 76.8 | 0.058 | |
| DeFoG2025.06 | 63.7 | 72 | 0.059 | |
| DIRECTO-DDBackbone=discrete diffusion, Positional Encoding=MagLap2025.06 | 64.3 | 77 | 0.079 | |
| DIRECTOBackbone=iterative refinement, Positional Encoding=RRWP2025.06 | 75.4 | 77 | 0.044 | |
| MLE2025.06 | 149.8 | 24.7 | 1.039 | |
| LayerDAG2025.06 | 413.6 | 98.5 | 1.021 |