First-order Shapley value calculation on Fashion-MNIST sparse setting
0.372Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.372 | — | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.783 | 10.59 | |
| TreeSHAPHardware=CPU2026.05 | 8.299 | — | |
| Q-TreeSHAPF=784, D=52, d=48, nTG=262026.05 | 45.954 | 2.27 | |
| TreeGrad-ShapF=784, D=52, d=48, nTG=262026.05 | 104.485 | — |