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Benchmarks
Node Classification on PubMed Structural Missing (test)
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77.8
Accuracy
DDFI
37.24
47.77
58.3
68.83
Dec 6, 2025
Dec 14, 2025
Dec 23, 2025
Dec 31, 2025
Jan 9, 2026
Jan 17, 2026
Jan 26, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
DDFI
Missing Type=Structural
2025.12
77.8
Full Features
missing rate (mr)=0
2026.01
77.46
FSD-CAP
missing rate (mr)=0.995
2026.01
76.98
PCFI
Missing Type=Structural
2025.12
75.08
PCFI
missing rate (mr)=0.995
2026.01
74.44
FP
missing rate (mr)=0.995
2026.01
74.18
FP
Missing Type=Structural
2025.12
73.78
PaGNN
Missing Type=Structural
2025.12
64.74
GAT
Missing Type=Structural
2025.12
63.28
GCN
Missing Type=Structural
2025.12
62.1
Zero
missing rate (mr)=0.995
2026.01
46.14
GRAFENNE
missing rate (mr)=0.995
2026.01
41.84
GCNMF
Missing Type=Structural
2025.12
40.46
PaGCN
missing rate (mr)=0.995
2026.01
38.8
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