Runtime Analysis on Synthetic Multilinear Functions
3.5Runtime (ms)TN-SHAP
Evaluation results
| Method | Links | |
|---|---|---|
| TN-SHAPDimension=102025.10 | 3.5 | |
| TN-SHAPDimension=202025.10 | 6.3 | |
| TN-SHAPDimension=302025.10 | 11.1 | |
| TN-SHAPDimension=402025.10 | 14.2 | |
| KernelSHAP-IQDimension=102025.10 | 18.7 | |
| TN-SHAPDimension=502025.10 | 19.7 | |
| KernelSHAP-IQDimension=202025.10 | 115.9 | |
| KernelSHAP-IQDimension=302025.10 | 194.9 | |
| KernelSHAP-IQDimension=402025.10 | 319.4 | |
| KernelSHAP-IQDimension=502025.10 | 447.3 |