Graph Reconstruction on IMDB-B 50% edge mask (test)
93.13APPIFM (GraphSAGE)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFM (GraphSAGE)Mask Rate=50%2026.01 | 93.13 | 93.84 | 17.52 | 7.61 | |
| PIFM (Node2Vec)Mask Rate=50%2026.01 | 84.46 | 85.71 | 32.95 | 15.03 | |
| Flow w/ Gaussian priorMask Rate=50%2026.01 | 78.72 | 79.76 | 41.56 | 14.62 | |
| GraphSAGEMask Rate=50%2026.01 | 75.74 | 75.54 | 18.18 | 44.86 | |
| PIFM (SIGL)Mask Rate=50%2026.01 | 59.83 | 58.11 | 38.9 | 36.76 | |
| DiGress + RePaintMask Rate=50%2026.01 | 56.47 | 58.89 | 73 | 10.27 | |
| Node2VecMask Rate=50%2026.01 | 54.2 | 52.22 | 48.41 | 47.51 | |
| GDSS + RePaintMask Rate=50%2026.01 | 53.39 | 51.2 | 69.35 | 29.22 | |
| SIGLMask Rate=50%2026.01 | 50.05 | 45.41 | 87.68 | 18.8 |