Node Explanation on ACM (Average Runtime)
0.37Average Runtime (s)HiSE
Evaluation Results
| Method | Links | |
|---|---|---|
| HiSEClassifier=HAN2026.06 | 0.37 | |
| GNNExplainerClassifier=HAN2026.06 | 1.63 | |
| HiSEClassifier=MAGNN2026.06 | 2.45 | |
| HGExplainerClassifier=HAN2026.06 | 2.74 | |
| HiSEClassifier=HetSANN2026.06 | 2.76 | |
| HiSEClassifier=HGT2026.06 | 3.77 | |
| GNNExplainerClassifier=MAGNN2026.06 | 3.92 | |
| GNNExplainerClassifier=HGT2026.06 | 4.49 | |
| ZORROClassifier=HAN2026.06 | 7.81 | |
| HGExplainerClassifier=HGT2026.06 | 9.14 | |
| HGExplainerClassifier=MAGNN2026.06 | 10.99 | |
| GNNExplainerClassifier=HetSANN2026.06 | 12.01 | |
| HGExplainerClassifier=HetSANN2026.06 | 23.15 | |
| HENCE-XClassifier=HAN2026.06 | 83.7 | |
| GraphLIMEClassifier=HGT2026.06 | 92.39 | |
| GraphLIMEClassifier=HetSANN2026.06 | 102.49 | |
| GraphLIMEClassifier=MAGNN2026.06 | 141.16 | |
| GraphLIMEClassifier=HAN2026.06 | 202.94 | |
| HENCE-XClassifier=MAGNN2026.06 | 256.74 | |
| HENCE-XClassifier=HetSANN2026.06 | 416.66 | |
| ZORROClassifier=MAGNN2026.06 | 722.99 | |
| HENCE-XClassifier=HGT2026.06 | 847.49 | |
| ZORROClassifier=HetSANN2026.06 | 1,352.75 | |
| ZORROClassifier=HGT2026.06 | 2,805.72 |