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Benchmarks
First-order Shapley value calculation on Fashion-MNIST large setting
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2.431
Runtime (s)
Q-TreeSHAP
-27.00228
171.67236
370.347
569.02164
May 6, 2026
Runtime (s)
Speedup
Updated 27d ago
Evaluation Results
Method
Method
Links
Runtime (s)
Speedup
Q-TreeSHAP
Hardware=GPU
2026.05
2.431
5.82
Q-TreeSHAP
Hardware=CPU
2026.05
5.639
9.19
GPUTreeSHAP
Hardware=GPU
2026.05
14.14
-
TreeSHAP
Hardware=CPU
2026.05
51.8
-
Q-TreeSHAP
F=784, D=16, d=16, nTG=8
2026.05
325.558
2.27
TreeGrad-Shap
F=784, D=16, d=16, nTG=8
2026.05
738.263
-
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