Explainability on Cora
0.01Faithfulness (KL distance)inpgrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| inpgradCategory=BAED-enabled gradient-based explanation models2026.03 | 0.01 | 33.3 | |
| IGCategory=BAED-enabled gradient-based explanation models2026.03 | 0.01 | 33.3 | |
| gbpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.014 | 33.3 | |
| deconvCategory=BAED-enabled gradient-based explanation models2026.03 | 0.015 | 33.3 | |
| GE-LCategory=Non-GNN-based explanation algorithms2026.03 | 0.015 | — | |
| SMCategory=BAED-enabled gradient-based explanation models2026.03 | 0.016 | 33.3 | |
| DWCategory=Non-GNN-based explanation algorithms2026.03 | 0.017 | — | |
| LN-LCategory=Non-GNN-based explanation algorithms2026.03 | 0.017 | — | |
| pgexpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.018 | 33.3 | |
| gnnexpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.018 | 33.3 | |
| LIMECategory=Non-GNN-based explanation algorithms2026.03 | 0.06 | — |