First-order Shapley value calculation on Fashion-MNIST small setting
0.012Runtime (seconds)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.012 | 2.01 | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.021 | 2.16 | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.023 | — | |
| TreeSHAPHardware=CPU2026.05 | 0.046 | — | |
| Q-TreeSHAPF=784, D=6, d=6, nTG=32026.05 | 0.737 | 2.67 | |
| TreeGrad-ShapF=784, D=6, d=6, nTG=32026.05 | 1.97 | — |