Graph Explanation on TREE-CYCLES
100Explanation AccuracyOrphicX
Evaluation results
| Method | Links | |
|---|---|---|
| OrphicX# of edges (K)=82022.03 | 100 | |
| OrphicX# of edges (K)=92022.03 | 100 | |
| OrphicX# of edges (K)=102022.03 | 100 | |
| Gem# of edges (K)=82022.03 | 100 | |
| Gem# of edges (K)=92022.03 | 100 | |
| Gem# of edges (K)=102022.03 | 100 | |
| GNNExplainer# of edges (K)=102022.03 | 97.1 | |
| PGExplainer# of edges (K)=102022.03 | 97.1 | |
| PGExplainer# of edges (K)=92022.03 | 95.4 | |
| OrphicX# of edges (K)=72022.03 | 91.4 | |
| PGExplainer# of edges (K)=82022.03 | 91.3 | |
| Gem# of edges (K)=72022.03 | 88.6 | |
| GNNExplainer# of edges (K)=92022.03 | 88.6 | |
| OrphicX# of edges (K)=62022.03 | 85.7 | |
| PGExplainer# of edges (K)=72022.03 | 81.5 | |
| PGExplainer# of edges (K)=62022.03 | 76.2 | |
| Gem# of edges (K)=62022.03 | 74.3 | |
| GNNExplainer# of edges (K)=82022.03 | 74.3 | |
| GNNExplainer# of edges (K)=72022.03 | 54.3 | |
| GNNExplainer# of edges (K)=62022.03 | 20 |