Node Classification on LIAR (test)
100FidelityGNNEXPLAINER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GNNEXPLAINERBase GNN=GCN2025.08 | 100 | 474.01 | |
| PGEXPLAINERBase GNN=GCN2025.08 | 100 | 1 | |
| TAGEXPLAINERBase GNN=GCN2025.08 | 100 | 1.31 | |
| NODEBase GNN=GCN2025.08 | 100 | 1 | |
| RANDOMBase GNN=GCN2025.08 | 100 | 469.36 | |
| LLMBase GNN=GCN, frozen LLM=Llama-3.1-8B-Instruct2025.08 | 100 | 2.22 | |
| GSPELL+Base GNN=GCN, objective=InfoNCE2025.08 | 100 | 1.1 | |
| GSPELLBase GNN=GCN2025.08 | 100 | 1.11 |