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Benchmarks
First-order Shapley value calculation on CalHousing (sparse setting)
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0.035
Runtime (s)
Q-TreeSHAP
-0.55448
3.42451
7.4035
11.38249
May 6, 2026
Runtime (s)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (s)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.035
2.47
GPUTreeSHAP
Hardware=GPU
2026.05
0.085
-
Q-TreeSHAP
Hardware=CPU
2026.05
0.103
3.33
TreeSHAP
Hardware=CPU
2026.05
0.341
-
Q-TreeSHAP
F=8, D=20, d=8, nTG=4
2026.05
5.682
2.6
TreeGrad-Shap
F=8, D=20, d=8, nTG=4
2026.05
14.772
-
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