Player-Incremental Valuation on Cora (1,000 held-out points)
1Spearman Correlation (ρ)Global-MC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Global-MCModel Architecture=GNN2026.05 | 1 | 1 | 700,000 | |
| TMC-ShapleyModel Architecture=GNN2026.05 | 0.822 | 0.972 | 720,000 | |
| D-ShapModel Architecture=GNN2026.05 | 0.705 | 0.697 | 250 | |
| B-DeltaModel Architecture=GNN2026.05 | 0.643 | 0.829 | 510,000 | |
| Comple-SModel Architecture=GNN2026.05 | 0.629 | 0.837 | 460,000 |