Graph Reconstruction on PROTEINS 50% edge mask (test)
35.5APPIFM (GraphSAGE)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFM (GraphSAGE)Mask Rate=50%2026.01 | 35.5 | 60.61 | 85.05 | 10.23 | |
| PIFM (SIGL)Mask Rate=50%2026.01 | 28.38 | 59.58 | 61.2 | 20.38 | |
| GraphSAGEMask Rate=50%2026.01 | 27.71 | 53.99 | 32.16 | 66.86 | |
| PIFM (Node2Vec)Mask Rate=50%2026.01 | 27.57 | 59.68 | 87.05 | 8.98 | |
| Flow w/ Gaussian priorMask Rate=50%2026.01 | 26.4 | 55.55 | 93.21 | 5.25 | |
| DiGress + RePaintMask Rate=50%2026.01 | 23.65 | 55.45 | 71.46 | 17.65 | |
| Node2VecMask Rate=50%2026.01 | 23.51 | 53.83 | 51.37 | 44.36 | |
| SIGLMask Rate=50%2026.01 | 22.9 | 52.55 | 100 | 0 | |
| GDSS + RePaintMask Rate=50%2026.01 | 22.33 | 51.42 | 66.44 | 32.23 |