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Benchmarks
First-order Shapley value calculation on Fashion-MNIST sparse setting
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0.372
Runtime (s)
Q-TreeSHAP
-3.79252
24.31799
52.4285
80.53901
May 6, 2026
Runtime (s)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (s)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.372
-
Q-TreeSHAP
Hardware=CPU
2026.05
0.783
10.59
TreeSHAP
Hardware=CPU
2026.05
8.299
-
Q-TreeSHAP
F=784, D=52, d=48, nTG=26
2026.05
45.954
2.27
TreeGrad-Shap
F=784, D=52, d=48, nTG=26
2026.05
104.485
-
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