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Benchmarks
First-order Shapley value calculation on CovType large setting
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0.019
Runtime (s)
Q-TreeSHAP
-0.13548
0.90726
1.95
2.99274
May 6, 2026
Runtime (s)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (s)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.019
1.84
Q-TreeSHAP
Hardware=CPU
2026.05
0.031
5.73
GPUTreeSHAP
Hardware=GPU
2026.05
0.036
-
TreeSHAP
Hardware=CPU
2026.05
0.178
-
Q-TreeSHAP
F=54, D=16, d=14, nTG=8
2026.05
1.806
2.15
TreeGrad-Shap
F=54, D=16, d=14, nTG=8
2026.05
3.881
-
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