| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Background SHAP | IEEE-CIS | Runtime3 | 34 | |
| Sensitive-escalation deferral-advice | IEEE-CIS (val) | True Deferral-Advice Loss0.26 | 30 | |
| Background SHAP Interaction Values | IEEE-CIS 10,000 samples | Runtime (sec)2.2 | 16 | |
| Fraud Detection | IEEE-CIS | F182 | 15 | |
| Path-Dependent SHAP | IEEE-CIS | Runtime (sec)0.9 | 10 | |
| Fraud Detection | IEEE-CIS (test) | Precision91 | 4 |