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Benchmarks
First-order Shapley value calculation on Fashion-MNIST small setting
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0.012
Runtime (seconds)
Q-TreeSHAP
-0.06632
0.46234
0.991
1.51966
May 6, 2026
Runtime (seconds)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (seconds)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
0.012
2.01
Q-TreeSHAP
Hardware=CPU
2026.05
0.021
2.16
GPUTreeSHAP
Hardware=GPU
2026.05
0.023
-
TreeSHAP
Hardware=CPU
2026.05
0.046
-
Q-TreeSHAP
F=784, D=6, d=6, nTG=3
2026.05
0.737
2.67
TreeGrad-Shap
F=784, D=6, d=6, nTG=3
2026.05
1.97
-
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