Task-Incremental Valuation on MNIST WKNN
1Correlation (rho)Global-MC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Global-MC2026.05 | 1 | 1 | 20,000 | |
| D-Shap2026.05 | 0.908 | 0.819 | 0.0041 | |
| TMC-Shapley2026.05 | 0.881 | 0.858 | 6,900 | |
| Comple-S2026.05 | 0.502 | 0.75 | 2,600 | |
| Fast-DataShapley2026.05 | 0.291 | 0.13 | 0.96 | |
| Amortized-S2026.05 | 0.114 | 0.106 | 0.022 |