First-order Shapley value calculation on Adult small setting
0.001Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.001 | 6.82 | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.002 | 2.26 | |
| TreeSHAPHardware=CPU2026.05 | 0.004 | — | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.009 | — | |
| Q-TreeSHAPF=14, D=6, d=6, nTG=–2026.05 | 0.05 | — | |
| Q-TreeSHAPHardware=GPU2026.05 | 0.051 | 2.51 | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.108 | 5.64 | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.128 | — | |
| TreeSHAPHardware=CPU2026.05 | 0.609 | — |