Explainability on Pubmed
0.258Faithfulness (KL distance)IG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IGCategory=BAED-enabled gradient-based explanation models2026.03 | 0.258 | 3 | |
| deconvCategory=BAED-enabled gradient-based explanation models2026.03 | 0.261 | 3 | |
| inpgradCategory=BAED-enabled gradient-based explanation models2026.03 | 0.264 | 3 | |
| LPCategory=Non-GNN-based explanation algorithms2026.03 | 0.266 | — | |
| gbpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.268 | 3 | |
| SMCategory=BAED-enabled gradient-based explanation models2026.03 | 0.273 | 3 | |
| GE-LCategory=Non-GNN-based explanation algorithms2026.03 | 0.287 | — | |
| gnnexpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.289 | 3 | |
| LN-LCategory=Non-GNN-based explanation algorithms2026.03 | 0.376 | — | |
| DWCategory=Non-GNN-based explanation algorithms2026.03 | 0.384 | — | |
| pgexpCategory=BAED-enabled gradient-based explanation models2026.03 | 0.393 | 3 | |
| LIMECategory=Non-GNN-based explanation algorithms2026.03 | 0.611 | — |