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ResearchFormerly WizWand

Graph Reconstruction on Cora (Edge F1 score)

81.1Edge F1AFR
57.38863.54469.775.856Apr 22, 2026
Updated 6mo ago

Evaluation results

MethodLinks
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(2, 0.8, 32, 0.05)2026.0481.1
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(2, 0.6, 32, 0.05)2026.0478
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(1, 1.0, 32, 0.05)2026.0476.6
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(2, 0.8, 32, 0.05)2026.0475.8
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 64, 0.05)2026.0474.6
AFR2026.0474.3
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 32, 0.05)2026.0474.3
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 32, 0.0)2026.0474.3
GCN-LE2026.0473.1
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 16, 0.05)2026.0472.3
VGAE2026.0471.8
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(2, 0.6, 32, 0.05)2026.0471.5
GAE2026.0469.2
AFRStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 32, 0.1)2026.0469.1
PointNetLK2026.0468.5
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(1, 1.0, 32, 0.05)2026.0468.2
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 64, 0.05)2026.0467.8
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 32, 0.0)2026.0467.5
Eigen-sync2026.0466.3
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 32, 0.05)2026.0466.3
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 16, 0.05)2026.0462.9
Eigen-syncStrategy=d-hop, Parameters (d, p, k, σ)=(1, 0.6, 32, 0.1)2026.0458.3