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Benchmarks
First-order Shapley value calculation on CovType small setting
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0.001
Runtime (s)
Q-TreeSHAP
-0.0026
0.0217
0.046
0.0703
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
Q-TreeSHAP
Hardware=CPU
2026.05
0.002
1.87
TreeSHAP
Hardware=CPU
2026.05
0.004
-
GPUTreeSHAP
Hardware=GPU
2026.05
0.008
-
Q-TreeSHAP
F=54, D=6, d=6, nTG=3
2026.05
0.04
2.28
TreeGrad-Shap
F=54, D=6, d=6, nTG=3
2026.05
0.091
-
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