Attribution Estimation on Mutagenicity n ≤ 20
2Query Budget (O1)Exact
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ExactFidelity Threshold (Cosine Similarity)=> 0.952026.06 | 2 | 2 | 2 | |
| TN-SHAP-GFidelity Threshold (Cosine Similarity)=> 0.952026.06 | 50 | 0 | 0 | |
| PermutationFidelity Threshold (Cosine Similarity)=> 0.952026.06 | 500 | — | — | |
| SHAP-IQFidelity Threshold (Cosine Similarity)=> 0.952026.06 | 5,000 | 5,000 | — |