First-order Shapley value calculation on CalHousing large setting
2.705Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 2.705 | 3.1 | |
| Q-TreeSHAPHardware=CPU2026.05 | 7.681 | 3.78 | |
| GPUTreeSHAPHardware=GPU2026.05 | 8.39 | — | |
| TreeSHAPHardware=CPU2026.05 | 29.034 | — | |
| Q-TreeSHAPF=8, D=16, d=8, nTG=42026.05 | 410.543 | 2.63 | |
| TreeGrad-ShapF=8, D=16, d=8, nTG=42026.05 | 1,079.476 | — |