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ResearchFormerly WizWand

Node Classification on CiteSeer Uniform Missing (test)

73.15AccuracyFSD-CAP
26.797238.831150.86562.8989Dec 6, 2025Dec 14, 2025Dec 23, 2025Dec 31, 2025Jan 9, 2026Jan 17, 2026Jan 26, 2026
Updated 8mo ago

Evaluation results

MethodLinks
FSD-CAPmissing rate (mr)=0.9952026.0173.15
Full Featuresmissing rate (mr)=02026.0170
PCFImissing rate (mr)=0.9952026.0169.11
FPmissing rate (mr)=0.9952026.0165.31
DDFIMissing Type=Uniform2025.1262.9
PCFIMissing Type=Uniform2025.1260.22
FPMissing Type=Uniform2025.1258.9
ASD-VAEMissing Type=Uniform2025.1256.93
Zeromissing rate (mr)=0.9952026.0153.66
PaGNNMissing Type=Uniform2025.1249.36
GATMissing Type=Uniform2025.1247.68
GCNMissing Type=Uniform2025.1244.78
ASD-VAEmissing rate (mr)=0.9952026.0141.65
GCNMFMissing Type=Uniform2025.1230.14
GRAFENNEmissing rate (mr)=0.9952026.0129.65
PaGCNmissing rate (mr)=0.9952026.0128.58