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Benchmarks
First-order Shapley value calculation on CalHousing small setting
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0.001
Runtime (s)
Q-TreeSHAP
-0.0064
0.04355
0.0935
0.14345
May 6, 2026
Runtime (s)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (s)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.001
6.95
TreeSHAP
Hardware=CPU
2026.05
0.003
-
Q-TreeSHAP
Hardware=CPU
2026.05
0.003
1.06
GPUTreeSHAP
Hardware=GPU
2026.05
0.008
-
Q-TreeSHAP
F=8, D=6, d=5, nTG=3
2026.05
0.074
2.52
TreeGrad-Shap
F=8, D=6, d=5, nTG=3
2026.05
0.186
-
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