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ResearchFormerly WizWand

Node Classification on PubMed Structural Missing (test)

77.8AccuracyDDFI
37.2447.7758.368.83Dec 6, 2025Dec 14, 2025Dec 23, 2025Dec 31, 2025Jan 9, 2026Jan 17, 2026Jan 26, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DDFIMissing Type=Structural2025.1277.8
Full Featuresmissing rate (mr)=02026.0177.46
FSD-CAPmissing rate (mr)=0.9952026.0176.98
PCFIMissing Type=Structural2025.1275.08
PCFImissing rate (mr)=0.9952026.0174.44
FPmissing rate (mr)=0.9952026.0174.18
FPMissing Type=Structural2025.1273.78
PaGNNMissing Type=Structural2025.1264.74
GATMissing Type=Structural2025.1263.28
GCNMissing Type=Structural2025.1262.1
Zeromissing rate (mr)=0.9952026.0146.14
GRAFENNEmissing rate (mr)=0.9952026.0141.84
GCNMFMissing Type=Structural2025.1240.46
PaGCNmissing rate (mr)=0.9952026.0138.8