Graph Explanation on Mutag
83.2Explanation AccuracyOrphicX
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OrphicXedge ratio=0.92022.03 | 83.2 | — | — | |
| Gemedge ratio=0.92022.03 | 81.8 | — | — | |
| XGKNExplainer=SHAPExplainer2026.05 | 80 | — | — | |
| OrphicXedge ratio=0.82022.03 | 78.8 | — | — | |
| GNNExp.edge ratio=0.92022.03 | 78.3 | — | — | |
| OrphicXedge ratio=0.72022.03 | 77.2 | — | — | |
| Gemedge ratio=0.82022.03 | 76.5 | — | — | |
| PGExp.edge ratio=0.92022.03 | 74.7 | — | — | |
| OrphicXedge ratio=0.52022.03 | 71.4 | — | — | |
| Gemedge ratio=0.72022.03 | 71.4 | — | — | |
| OrphicXedge ratio=0.62022.03 | 71.2 | — | — | |
| GNNExp.edge ratio=0.82022.03 | 71 | — | — | |
| PGExp.edge ratio=0.82022.03 | 70.3 | — | — | |
| Gemedge ratio=0.62022.03 | 67.7 | — | — | |
| GNNExp.edge ratio=0.62022.03 | 66.6 | — | — | |
| Gemedge ratio=0.52022.03 | 66.4 | — | — | |
| GNNExp.edge ratio=0.72022.03 | 66.4 | — | — | |
| PGExp.edge ratio=0.72022.03 | 65.1 | — | — | |
| GNNExp.edge ratio=0.52022.03 | 65 | — | — | |
| PGExp.edge ratio=0.52022.03 | 59.3 | — | — | |
| PGExp.edge ratio=0.62022.03 | 58.9 | — | — | |
| GAT2026.05 | — | 73 | — | |
| GIN2026.05 | — | 78 | — | |
| GKNN2026.05 | — | 80 | 77 | |
| KerGNN2026.05 | — | 76 | 80 | |
| ProtGNN2026.05 | — | 65 | 75 | |
| XGKN2026.05 | — | 80 | 81 |