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Node Classification on MAG-PM

62.58AccuracyWhole Dataset
21.624832.257442.8953.5226May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Whole DatasetRatio (r)=100%2026.0562.58
AHGCDDRatio (r)=0.5%2026.0558.89
AHGCDDRatio (r)=0.25%2026.0557.55
AHGCDD-XRatio (r)=0.5%2026.0557.17
AHGCDD-XRatio (r)=0.25%2026.0556.6
HG-Cond-NHLRatio (r)=0.5%2026.0556.25
HG-Cond-NHLRatio (r)=0.25%2026.0555.37
AHGCDD-XRatio (r)=0.05%2026.0553.35
AHGCDDRatio (r)=0.05%2026.0553.16
HG-Cond-NHLRatio (r)=0.05%2026.0553.13
HG-CondRatio (r)=0.25%2026.0553.07
HG-CondRatio (r)=0.5%2026.0552.1
HG-CondRatio (r)=0.05%2026.0550.83
HerdingRatio (r)=0.5%2026.0547.92
HGCPARatio (r)=0.5%2026.0547.91
HGCPARatio (r)=0.25%2026.0544.82
HerdingRatio (r)=0.25%2026.0543.79
RandomRatio (r)=0.5%2026.0543.38
K-CenterRatio (r)=0.5%2026.0541.11
RandomRatio (r)=0.25%2026.0540.5
HGCPARatio (r)=0.05%2026.0536.22
K-CenterRatio (r)=0.25%2026.0535.87
HerdingRatio (r)=0.05%2026.0530.29
RandomRatio (r)=0.05%2026.0526.38
K-CenterRatio (r)=0.05%2026.0523.2