Graph Explanation Faithfulness Evaluation on Cora
96.5F ScoreGNNEXPLAINER
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GNNEXPLAINER2025.08 | 96.5 | 15.8 | 7.8 | — | 17.91 | |
| LLM2025.08 | 94.5 | 17.9 | 2.3 | 1.9 | 3.27 | |
| GSPELL2025.08 | 87 | 5.8 | 1.2 | 7.8 | 2.16 | |
| GSPELL+2025.08 | 86.6 | 6.2 | 1.5 | 8.2 | 2.22 |