Shapley and Interaction Attribution on Mutagenicity n ≤ 20
11.6Amortized Time (s)GraphSHAP-IQ
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GraphSHAP-IQK (number of repeated queries)=12026.06 | 11.6 | — | |
| GraphSHAP-IQK (number of repeated queries)=52026.06 | 57.9 | — | |
| TN-SHAP-GK (number of repeated queries)=12026.06 | 197.8 | 0 | |
| TN-SHAP-GK (number of repeated queries)=52026.06 | 206.2 | 1 | |
| GraphSHAP-IQK (number of repeated queries)=202026.06 | 231.6 | — | |
| TN-SHAP-GK (number of repeated queries)=202026.06 | 237.8 | 6 | |
| TN-SHAP-GK (number of repeated queries)=502026.06 | 301.1 | 17 | |
| TN-SHAP-GK (number of repeated queries)=1002026.06 | 406.7 | 18 | |
| GraphSHAP-IQK (number of repeated queries)=502026.06 | 579.1 | — | |
| GraphSHAP-IQK (number of repeated queries)=1002026.06 | 1,158.1 | — |