Explainability on Wisconsin
0.006Faithfulness (KL distance)pgexp
Evaluation results
| Method | Links | ||
|---|---|---|---|
| pgexpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.006 | 14.3 | |
| SMCategory=BAED-enabled gradient-based explanation models2026.03 | 0.007 | 14.3 | |
| inpgradCategory=BAED-enabled gradient-based explanation models2026.03 | 0.007 | 14.3 | |
| IGCategory=BAED-enabled gradient-based explanation models2026.03 | 0.007 | 14.3 | |
| gnnexpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.007 | 14.3 | |
| gbpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.007 | 14.3 | |
| deconvCategory=BAED-enabled gradient-based explanation models2026.03 | 0.007 | 14.3 | |
| GE-LCategory=Non-GNN-based explanation algorithms2026.03 | 0.007 | — | |
| DWCategory=Non-GNN-based explanation algorithms2026.03 | 0.007 | — | |
| LN-LCategory=Non-GNN-based explanation algorithms2026.03 | 0.007 | — | |
| LPCategory=Non-GNN-based explanation algorithms2026.03 | 0.008 | — | |
| LIMECategory=Non-GNN-based explanation algorithms2026.03 | 0.067 | — |