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Benchmarks
First-order Shapley value calculation on CovType sparse setting
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0.004
Runtime (s)
Q-TreeSHAP
-0.023
0.15925
0.3415
0.52375
May 6, 2026
Runtime (s)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (s)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.004
5.55
Q-TreeSHAP
Hardware=CPU
2026.05
0.009
3.9
GPUTreeSHAP
Hardware=GPU
2026.05
0.019
-
TreeSHAP
Hardware=CPU
2026.05
0.036
-
Q-TreeSHAP
F=54, D=24, d=18, nTG=12
2026.05
0.306
2.22
TreeGrad-Shap
F=54, D=24, d=18, nTG=12
2026.05
0.679
-
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