Subgraph Extraction on 301 bio-networks
14.77#EBFEXPATH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXPATHBackbone=PathMamba, Explainer=PathE2025.02 | 14.77 | 84 | 0.036 | |
| PathMamba-GNNEBackbone=PathMamba, Explainer=GNNE2025.02 | 11.89 | 73 | 0.036 | |
| GIN-PathEBackbone=GIN, Explainer=PathE2025.02 | 11.06 | 69 | 0.041 | |
| GraphMamba-PathEBackbone=GraphMamba, Explainer=PathE2025.02 | 10.89 | 59 | 0.038 | |
| GraphMamba-GNNEBackbone=GraphMamba, Explainer=GNNE2025.02 | 10.73 | 21 | 0.042 | |
| GPS-GNNEBackbone=GPS, Explainer=GNNE2025.02 | 8.88 | 22 | 0.039 | |
| GPS-PathEBackbone=GPS, Explainer=PathE2025.02 | 8.26 | 43 | 0.037 | |
| GIN-GNNEBackbone=GIN, Explainer=GNNE2025.02 | 6.94 | 59 | 0.041 | |
| PPR2025.02 | 6.64 | 23 | 0.042 | |
| MDS2025.02 | 6.34 | 23 | 0.043 | |
| RSS2025.02 | 5.29 | 27 | 0.045 |