Node Classification on CiteSeer Uniform Missing (test)
73.15AccuracyFSD-CAP
Evaluation Results
| Method | Links | |
|---|---|---|
| FSD-CAPmissing rate (mr)=0.9952026.01 | 73.15 | |
| Full Featuresmissing rate (mr)=02026.01 | 70 | |
| PCFImissing rate (mr)=0.9952026.01 | 69.11 | |
| FPmissing rate (mr)=0.9952026.01 | 65.31 | |
| DDFIMissing Type=Uniform2025.12 | 62.9 | |
| PCFIMissing Type=Uniform2025.12 | 60.22 | |
| FPMissing Type=Uniform2025.12 | 58.9 | |
| ASD-VAEMissing Type=Uniform2025.12 | 56.93 | |
| Zeromissing rate (mr)=0.9952026.01 | 53.66 | |
| PaGNNMissing Type=Uniform2025.12 | 49.36 | |
| GATMissing Type=Uniform2025.12 | 47.68 | |
| GCNMissing Type=Uniform2025.12 | 44.78 | |
| ASD-VAEmissing rate (mr)=0.9952026.01 | 41.65 | |
| GCNMFMissing Type=Uniform2025.12 | 30.14 | |
| GRAFENNEmissing rate (mr)=0.9952026.01 | 29.65 | |
| PaGCNmissing rate (mr)=0.9952026.01 | 28.58 |