Path-Dependent SHAP on IEEE-CIS
0.9Runtime (sec)GPUTreeSHAP
Evaluation results
| Method | Links | |
|---|---|---|
| GPUTreeSHAPHardware=GPU2025.11 | 0.9 | |
| WOODELFHardware=GPU2025.11 | 3.3 | |
| WOODELFHardware=CPU2025.11 | 6 | |
| WOODELFHardware=GPU2025.11 | 8 | |
| WOODELFHardware=CPU2025.11 | 11 | |
| FastTreeShap v2Hardware=CPU2025.11 | 16 | |
| SHAP packageHardware=CPU2025.11 | 33 | |
| GPUTreeSHAPHardware=GPU2025.11 | 105 | |
| SHAP packageHardware=CPU2025.11 | 151 | |
| FastTreeShap v1Hardware=CPU2025.11 | 350 |