Denoising on IMDB-B
98.46APPIFM (GraphSAGE)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PIFM (GraphSAGE)Flip Rate=20% (0.2 Flip)2026.01 | 98.46 | 96.52 | 2.67 | 12.1 | |
| Flow w/ Gaussian priorFlip Rate=20% (0.2 Flip)2026.01 | 96.75 | 94.63 | 3.8 | 12.66 | |
| GraphSAGEFlip Rate=20% (0.2 Flip)2026.01 | 92.54 | 77.29 | 16.77 | 53.37 | |
| GDSS + RePaintFlip Rate=20% (0.2 Flip)2026.01 | 82.36 | 53.23 | 69.05 | 26 | |
| DiGress + RePaintFlip Rate=20% (0.2 Flip)2026.01 | 80.54 | 51.59 | 73.41 | 23.49 |