Node Classification on Cora missing-edge setting (test)
82.72AccuracyFull Features
Evaluation results
| Method | Links | |
|---|---|---|
| Full Featuresmissing rate (mr)=02026.01 | 82.72 | |
| FSD-CAPmissing rate (mr)=0.9952026.01 | 80.56 | |
| PCFImissing rate (mr)=0.9952026.01 | 75.36 | |
| FPmissing rate (mr)=0.9952026.01 | 72.71 | |
| SBM-GCNsetting=missing-edge2019.05 | 71.8 | |
| SBM-GATsetting=missing-edge2019.05 | 71.6 | |
| LSM-GCNsetting=missing-edge2019.05 | 71.1 | |
| LSM-GATsetting=missing-edge2019.05 | 71 | |
| GATsetting=missing-edge2019.05 | 68.2 | |
| GCNsetting=missing-edge2019.05 | 66.5 | |
| ITRmissing rate (mr)=0.9952026.01 | 59.37 | |
| MLPsetting=missing-edge2019.05 | 58.3 | |
| Zeromissing rate (mr)=0.9952026.01 | 43.5 | |
| GRAFENNEmissing rate (mr)=0.9952026.01 | 33.29 | |
| PaGCNmissing rate (mr)=0.9952026.01 | 31.78 | |
| ASD-VAEmissing rate (mr)=0.9952026.01 | 30.01 |