Node Classification on NBA (test)
0.7304AccuracyGraphSAGE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GraphSAGERuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.7304 | 0.7522 | 0.0533 | 0.054 | |
| GCNRuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.7278 | 0.7401 | 0.0299 | 0.0406 | |
| GINRuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.7089 | 0.7303 | 0.0341 | 0.0467 | |
| FairGHDCRuns=10, Sensitive Attribute=Race and Gender, Hypervector dimensionality=40962025.12 | 0.7087 | 0.7393 | 0.028 | 0.0392 | |
| FairGNNRuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.7045 | 0.7354 | 0.0278 | 0.0223 | |
| FairSINRuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.6814 | 0.6935 | 0.0267 | 0.0325 | |
| EDITSRuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.6354 | 0.6731 | 0.0282 | 0.016 | |
| NIFTYRuns=10, Sensitive Attribute=Race and Gender2025.12 | 0.6237 | 0.6644 | 0.0667 | 0.0423 |