First-order Shapley value calculation on CovType sparse setting
0.004Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.004 | 5.55 | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.009 | 3.9 | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.019 | — | |
| TreeSHAPHardware=CPU2026.05 | 0.036 | — | |
| Q-TreeSHAPF=54, D=24, d=18, nTG=122026.05 | 0.306 | 2.22 | |
| TreeGrad-ShapF=54, D=24, d=18, nTG=122026.05 | 0.679 | — |