Graph Reconstruction on IMDB-B 10% edges masked (0.1 Drop)
99.37APPIFM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFMPrior=GraphSAGE2026.01 | 99.37 | 98.79 | 1.81 | 3.37 | |
| FlowPrior=Gaussian2026.01 | 98.89 | 98.37 | 2.26 | 2.54 | |
| PIFMPrior=Node2Vec2026.01 | 97.6 | 97.28 | 1.37 | 3.77 | |
| PIFMPrior=SIGL2026.01 | 85.6 | 83.21 | 16.37 | 18.41 | |
| GraphSAGE2026.01 | 83.55 | 83.26 | 16.42 | 36.89 | |
| Node2Vec2026.01 | 65 | 56.36 | 50.27 | 41.68 | |
| DiGress + RePaint2026.01 | 59.25 | 58.63 | 76.44 | 7.68 | |
| SIGL2026.01 | 58.91 | 50.61 | 88.44 | 16.33 | |
| GDSS + RePaint2026.01 | 57.89 | 46.11 | 69.75 | 36.17 |