Node Classification on Bail (test)
85.71ACCGraphSAGE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GraphSAGERuns=10, Sensitive Attribute=Race and Gender2025.12 | 85.71 | 80.67 | 7.23 | 6.89 | |
| FairGNNRuns=10, Sensitive Attribute=Race and Gender2025.12 | 84.65 | 78.32 | 7.08 | 5.13 | |
| GCNRuns=10, Sensitive Attribute=Race and Gender2025.12 | 84.27 | 79.05 | 8.96 | 5.66 | |
| FairSINRuns=10, Sensitive Attribute=Race and Gender2025.12 | 84.16 | 79.46 | 2.73 | 4.25 | |
| GINRuns=10, Sensitive Attribute=Race and Gender2025.12 | 83.72 | 78.15 | 6.48 | 4.65 | |
| FairGHDCRuns=10, Sensitive Attribute=Race and Gender, Hypervector dimensionality=40962025.12 | 83.42 | 80.81 | 2.37 | 3.55 | |
| EDITSRuns=10, Sensitive Attribute=Race and Gender2025.12 | 81.87 | 75.42 | 6.65 | 9.49 | |
| NIFTYRuns=10, Sensitive Attribute=Race and Gender2025.12 | 77.02 | 76.71 | 5.99 | 5.8 |