Player-Incremental Valuation on MNIST 1,000 held-out points
1Spearman Correlation (ρ)Global-MC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Global-MCModel Architecture=WKNN2026.05 | 1 | 1 | 23,000 | |
| Global-MCModel Architecture=CNN2026.05 | 1 | 1 | 390,000 | |
| TMC-ShapleyModel Architecture=WKNN2026.05 | 0.878 | 0.752 | 8,400 | |
| D-ShapModel Architecture=WKNN2026.05 | 0.875 | 0.933 | 59 | |
| B-DeltaModel Architecture=WKNN2026.05 | 0.753 | 0.663 | 12,000 | |
| D-ShapModel Architecture=CNN2026.05 | 0.462 | 0.68 | 390 | |
| Comple-SModel Architecture=CNN2026.05 | 0.439 | 0.675 | 86,000 | |
| TMC-ShapleyModel Architecture=CNN2026.05 | 0.426 | 0.687 | 130,000 | |
| Comple-SModel Architecture=WKNN2026.05 | 0.425 | 0.71 | 4,500 | |
| B-DeltaModel Architecture=CNN2026.05 | 0.318 | 0.28 | 210,000 |