Graph Reconstruction on ENZYMES 10% edges masked (0.1 Drop)
47.21APPIFM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFMPrior=GraphSAGE2026.01 | 47.21 | 80.25 | 72.85 | 2.4 | |
| PIFMPrior=Node2Vec2026.01 | 41.67 | 76.86 | 72.09 | 5.11 | |
| GraphSAGE2026.01 | 41.28 | 73.7 | 13.49 | 60.59 | |
| FlowPrior=Gaussian2026.01 | 40.09 | 72.44 | 71.03 | 5.87 | |
| DiGress + RePaint2026.01 | 33.39 | 67.86 | 58.92 | 5.19 | |
| PIFMPrior=SIGL2026.01 | 26.93 | 59.48 | 71.33 | 11.33 | |
| Node2Vec2026.01 | 24.62 | 59.6 | 51.39 | 37.96 | |
| GDSS + RePaint2026.01 | 18.35 | 47.04 | 74.31 | 32.19 | |
| SIGL2026.01 | 18.17 | 48.04 | 69.33 | 25.43 |