First-order Shapley value calculation on Fashion-MNIST large setting
2.431Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 2.431 | 5.82 | |
| Q-TreeSHAPHardware=CPU2026.05 | 5.639 | 9.19 | |
| GPUTreeSHAPHardware=GPU2026.05 | 14.14 | — | |
| TreeSHAPHardware=CPU2026.05 | 51.8 | — | |
| Q-TreeSHAPF=784, D=16, d=16, nTG=82026.05 | 325.558 | 2.27 | |
| TreeGrad-ShapF=784, D=16, d=16, nTG=82026.05 | 738.263 | — |