Task-Incremental Valuation on Cora GNN
1Spearman's RhoGlobal-MC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Global-MC2026.05 | 1 | 1 | 120,000 | |
| Comple-S2026.05 | 0.804 | 0.952 | 86,000 | |
| TMC-Shapley2026.05 | 0.788 | 0.947 | 130,000 | |
| D-Shap2026.05 | 0.532 | 0.63 | 0.0012 | |
| Fast-DataShapley2026.05 | 0.03 | 0.116 | 0.071 | |
| Amortized-S2026.05 | -0.002 | 0.061 | 0.082 |