Graph Reconstruction on PROTEINS 10% edges masked (0.1 Drop)
58.25APPIFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFMPrior=Node2Vec2026.01 | 58.25 | 81.74 | 59.37 | 6.34 | |
| FlowPrior=Gaussian2026.01 | 57.86 | 80.83 | 65.09 | 3.07 | |
| PIFMPrior=GraphSAGE2026.01 | 54.79 | 81.02 | 55.73 | 5.4 | |
| GraphSAGE2026.01 | 46.36 | 74.58 | 11 | 63.5 | |
| PIFMPrior=SIGL2026.01 | 42.21 | 60.76 | 60.75 | 7.48 | |
| DiGress + RePaint2026.01 | 40.34 | 72.39 | 47.82 | 6 | |
| Node2Vec2026.01 | 33.24 | 64.4 | 48.56 | 35.37 | |
| GDSS + RePaint2026.01 | 26.96 | 51.39 | 63.07 | 32.09 | |
| SIGL2026.01 | 26.77 | 48.91 | 100 | 0 |