Node Explanation on MAG
0.1Average Runtime (s)HiSE
Evaluation Results
| Method | Links | |
|---|---|---|
| HiSEClassifier=HAN2026.06 | 0.1 | |
| HiSEClassifier=HetSANN2026.06 | 0.42 | |
| HiSEClassifier=HGT2026.06 | 0.74 | |
| HiSEClassifier=MAGNN2026.06 | 2.52 | |
| GNNExplainerClassifier=HAN2026.06 | 2.78 | |
| GNNExplainerClassifier=HGT2026.06 | 4.36 | |
| GNNExplainerClassifier=MAGNN2026.06 | 4.94 | |
| GNNExplainerClassifier=HetSANN2026.06 | 5.88 | |
| HGExplainerClassifier=HAN2026.06 | 6.47 | |
| HGExplainerClassifier=HGT2026.06 | 8.95 | |
| HGExplainerClassifier=MAGNN2026.06 | 10.3 | |
| ZORROClassifier=HetSANN2026.06 | 10.38 | |
| HGExplainerClassifier=HetSANN2026.06 | 11.82 | |
| ZORROClassifier=MAGNN2026.06 | 16.33 | |
| ZORROClassifier=HAN2026.06 | 32.07 | |
| GraphLIMEClassifier=MAGNN2026.06 | 54.94 | |
| GraphLIMEClassifier=HetSANN2026.06 | 63.4 | |
| GraphLIMEClassifier=HGT2026.06 | 69.23 | |
| HENCE-XClassifier=MAGNN2026.06 | 129.72 | |
| GraphLIMEClassifier=HAN2026.06 | 159.33 | |
| HENCE-XClassifier=HAN2026.06 | 203.62 | |
| HENCE-XClassifier=HetSANN2026.06 | 213.38 | |
| HENCE-XClassifier=HGT2026.06 | 367.7 | |
| ZORROClassifier=HGT2026.06 | 3,407.38 |