Synthetic Network Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
18.35GFDL1
29
Jun 2, 2026
7.97GFDL1 Score
29
Jun 2, 2026
0.72GFDL1 Score
29
Jun 2, 2026
5.17GFDL1 Link Prediction Accuracy
25
Jun 2, 2026
0.38Eigenvalue MMD
14
Jun 2, 2026
0.59Triangle Similarity (MMD)
11
Jun 2, 2026
8Transitivity
11
Jun 2, 2026
100Link Prediction Accuracy Ratio
10
Jun 2, 2026
100Link Prediction Accuracy
10
Jun 2, 2026
9.35Triangle Ratio (10^-4)
9
Jun 2, 2026
57.7Orbit
5
Jun 2, 2026
1.425Orbit
5
Jun 2, 2026
0.29Orbit
5
Jun 2, 2026
2.3Triangle RMSE
5
Jun 2, 2026
2.81Triangle RMSE
5
Jun 2, 2026
2.8Triangle RMSE
5
Jun 2, 2026
1.43Triangle Density Error
4
Jun 2, 2026
0.02Triangle Density Error
4
Jun 2, 2026
0.97Triangle Density Error
3
Jun 2, 2026
0.63Triangle RMSE
3
Jun 2, 2026
4.6Triangle RMSE
3
Jun 2, 2026