Set-to-graph prediction on Delaunay 50 points
99.4AccuracyOurs (D)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (D)attention_type=softmax2021.10 | 99.4 | 98.1 | 96.7 | 97.4 | |
| Ours (D, ϕ)attention_type=kernel2021.10 | 99.1 | 96.7 | 95.2 | 95.9 | |
| S2G2021.10 | 98.4 | 92.7 | 92.6 | 92.6 | |
| S2G+2021.10 | 98.3 | 92.7 | 92.5 | 92.6 | |
| SIAM2021.10 | 93.9 | 76.6 | 65.3 | 70.4 | |
| SIAM-3layers=32021.10 | 91.1 | 60.8 | 53.8 | 57 | |
| GNNolayers=02021.10 | 82.6 | 38.4 | 96.6 | 54.9 | |
| GNN5layers=52021.10 | 80.9 | 36.3 | 98.5 | 53 | |
| GNN10layers=102021.10 | 75.9 | 31.1 | 97.8 | 47.1 |