First-order Shapley value calculation on CalHousing (sparse setting)
0.035Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.035 | 2.47 | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.085 | — | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.103 | 3.33 | |
| TreeSHAPHardware=CPU2026.05 | 0.341 | — | |
| Q-TreeSHAPF=8, D=20, d=8, nTG=42026.05 | 5.682 | 2.6 | |
| TreeGrad-ShapF=8, D=20, d=8, nTG=42026.05 | 14.772 | — |