Set-to-graph prediction on Delaunay 20-80 points
99.3AccuracyOurs (D)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (D)attention_type=softmax2021.10 | 99.3 | 98.2 | 96 | 97.1 | |
| Ours (D, ϕ)attention_type=kernel2021.10 | 98.9 | 94.8 | 95.6 | 95.2 | |
| S2G2021.10 | 94.7 | 73.6 | 93.4 | 79.9 | |
| S2G+2021.10 | 94.7 | 73.5 | 93.4 | 79.8 | |
| SIAM2021.10 | 91.9 | 66.7 | 76.4 | 68.7 | |
| SIAM-3layers=32021.10 | 89.5 | 57.8 | 62.2 | 58.7 | |
| GNNolayers=02021.10 | 81 | 38.7 | 94.6 | 53.6 | |
| GNN5layers=52021.10 | 77.7 | 35.2 | 97.5 | 50.6 | |
| GNN10layers=102021.10 | 74.6 | 32.2 | 97 | 47.4 |