Node Classification on PubMed Structural Missing (test)
77.8AccuracyDDFI
Evaluation Results
| Method | Links | |
|---|---|---|
| DDFIMissing Type=Structural2025.12 | 77.8 | |
| Full Featuresmissing rate (mr)=02026.01 | 77.46 | |
| FSD-CAPmissing rate (mr)=0.9952026.01 | 76.98 | |
| PCFIMissing Type=Structural2025.12 | 75.08 | |
| PCFImissing rate (mr)=0.9952026.01 | 74.44 | |
| FPmissing rate (mr)=0.9952026.01 | 74.18 | |
| FPMissing Type=Structural2025.12 | 73.78 | |
| PaGNNMissing Type=Structural2025.12 | 64.74 | |
| GATMissing Type=Structural2025.12 | 63.28 | |
| GCNMissing Type=Structural2025.12 | 62.1 | |
| Zeromissing rate (mr)=0.9952026.01 | 46.14 | |
| GRAFENNEmissing rate (mr)=0.9952026.01 | 41.84 | |
| GCNMFMissing Type=Structural2025.12 | 40.46 | |
| PaGCNmissing rate (mr)=0.9952026.01 | 38.8 |