Node Classification on PubMed Uniform Missing (test)
78.56AccuracyDDFI
Evaluation results
| Method | Links | |
|---|---|---|
| DDFIMissing Type=Uniform2025.12 | 78.56 | |
| Full Featuresmissing rate (mr)=02026.01 | 77.46 | |
| FSD-CAPmissing rate (mr)=0.9952026.01 | 77.46 | |
| PCFIMissing Type=Uniform2025.12 | 76.74 | |
| PCFImissing rate (mr)=0.9952026.01 | 76.01 | |
| FPMissing Type=Uniform2025.12 | 75.8 | |
| FPmissing rate (mr)=0.9952026.01 | 73.74 | |
| PaGNNMissing Type=Uniform2025.12 | 69.44 | |
| GATMissing Type=Uniform2025.12 | 67.38 | |
| GCNMissing Type=Uniform2025.12 | 67.24 | |
| Zeromissing rate (mr)=0.9952026.01 | 54.26 | |
| GCNMFMissing Type=Uniform2025.12 | 45 | |
| GRAFENNEmissing rate (mr)=0.9952026.01 | 44.43 | |
| PaGCNmissing rate (mr)=0.9952026.01 | 41.48 |