Graph Explanation Faithfulness Evaluation on WikiCS
99F ScoreGNNEXPLAINER
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GNNEXPLAINER2025.08 | 99 | 13.1 | 13.1 | — | 1,930.89 | |
| LLM2025.08 | 91 | 11.4 | 0.1 | 1.3 | 21.19 | |
| GSPELL2025.08 | 86.5 | 4.2 | 0 | 4.7 | 12.8 | |
| GSPELL+2025.08 | 86.3 | 3.8 | 0.2 | 5.8 | 12.44 |