Supervised Graph Prediction on QM9 (test)
2.13Edit DistanceANY2GRAPH
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ANY2GRAPHFeature Diffusion (FD)=true2024.02 | 2.13 | 29.85 | 0.14 | 90.19 | 88.08 | 99.77 | 95.45 | |
| FGWBARY-ILEUse ground truth graph size at inference time=true, Feature Diffusion (FD)=true2024.02 | 2.84 | 28.95 | 0.28 | 82.96 | 79.76 | 92.99 | — | |
| ANY2GRAPH2024.02 | 3.44 | 7.5 | 0.21 | 86.21 | 77.27 | 99.26 | 93.65 | |
| FGWBARY-ILEUse ground truth graph size at inference time=true2024.02 | 3.54 | 7.1 | 0.59 | 80.4 | 75.14 | 91.47 | — | |
| RELATIONFORMERFeature Diffusion (FD)=true2024.02 | 3.8 | 9.95 | 0.22 | 86.07 | 73.31 | 99.34 | 96 | |
| FGWBARY-NNUse ground truth graph size at inference time=true2024.02 | 5.55 | 1 | 0.96 | 87.81 | 70.78 | 78.62 | — | |
| RELATIONFORMER2024.02 | 9.15 | 0.05 | 0.48 | 21.42 | 4.77 | 99.28 | 91.8 |