Graph Reconstruction on ENZYMES 50% edge mask (test)
25.44APPIFM (GraphSAGE)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFM (GraphSAGE)Mask Rate=50%2026.01 | 25.44 | 61.36 | 95.62 | 1.86 | |
| PIFM (Node2Vec)Mask Rate=50%2026.01 | 22.95 | 59.14 | 90.71 | 3.53 | |
| GraphSAGEMask Rate=50%2026.01 | 22.79 | 57.77 | 40.02 | 52.16 | |
| Node2VecMask Rate=50%2026.01 | 19.14 | 55.22 | 46.37 | 44.29 | |
| Flow w/ Gaussian priorMask Rate=50%2026.01 | 17.43 | 51.84 | 98.49 | 1.07 | |
| DiGress + RePaintMask Rate=50%2026.01 | 17.34 | 55.22 | 77.95 | 11.62 | |
| PIFM (SIGL)Mask Rate=50%2026.01 | 17.08 | 49.15 | 86.06 | 12.28 | |
| SIGLMask Rate=50%2026.01 | 16.88 | 49.3 | 72.01 | 27.85 | |
| GDSS + RePaintMask Rate=50%2026.01 | 16.43 | 49.65 | 69.45 | 30.46 |