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Benchmarks
Synthetic Network Generation on Sparse Simulated Networks n=500, r=3
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2.81
Triangle RMSE
EDGE
2.1888
6.3819
10.575
14.7681
May 31, 2026
Triangle RMSE
Triangle Bias
Clustering RMSE
Clustering Bias
Updated 1d ago
Evaluation Results
Method
Method
Links
Triangle RMSE
Triangle Bias
Clustering RMSE
Clustering Bias
EDGE
Monte Carlo replicatio...
2026.05
2.81
-2.76
24.5
-24.4
GRAN
Monte Carlo replicatio...
2026.05
3.71
-3.21
31.5
-31.3
SyNG-R
Monte Carlo replicatio...
2026.05
7.31
6.94
23.7
23.3
VGAE
Monte Carlo replicatio...
2026.05
8.46
-7.97
45.1
-42.6
SyNG-D
Monte Carlo replicatio...
2026.05
18.34
8.16
46.2
24.2
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