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Benchmarks
First-order Shapley value calculation on Adult large setting
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0.602
Runtime (seconds)
Q-TreeSHAP
-2.15384
16.44808
35.05
53.65192
May 6, 2026
Runtime (seconds)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (seconds)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.602
2.68
Q-TreeSHAP
Hardware=CPU
2026.05
1.308
6
GPUTreeSHAP
Hardware=GPU
2026.05
1.615
-
TreeSHAP
Hardware=CPU
2026.05
7.842
-
Q-TreeSHAP
F=14, D=16, d=14, nTG=–
2026.05
69.498
-
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