Graph Explanation Faithfulness Evaluation on Amazon
94.5F ScoreGNNEXPLAINER
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GNNEXPLAINER2025.08 | 94.5 | 14.7 | 6.9 | — | 5.71 | |
| GSPELL+2025.08 | 92 | 8.3 | 3.5 | 5 | 1.8 | |
| GSPELL2025.08 | 91.1 | 8.2 | 4.8 | 3 | 2.3 | |
| LLM2025.08 | 86 | 27.6 | 14.1 | 2.1 | 4.9 |
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GNNEXPLAINER2025.08 | 94.5 | 14.7 | 6.9 | — | 5.71 | |
| GSPELL+2025.08 | 92 | 8.3 | 3.5 | 5 | 1.8 | |
| GSPELL2025.08 | 91.1 | 8.2 | 4.8 | 3 | 2.3 | |
| LLM2025.08 | 86 | 27.6 | 14.1 | 2.1 | 4.9 |