Graph generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.975VUN
51
Apr 14, 2026
100V.U.N.
48
Apr 14, 2026
0.023Clustering
45
Apr 3, 2026
850.7A.Ratio
36
Apr 14, 2026
0.009MMD (Degree)
26
May 29, 2026
250.06Degree
25
May 18, 2026
100Unique Node %
25
Mar 12, 2026
0.819Degree
19
May 18, 2026
45.5Degree Similarity
19
Apr 3, 2026
500Edge Count (N_|E|)
18
Apr 8, 2026
11.5Degree
18
Mar 31, 2026
56.1Degree Distribution
16
May 4, 2026
1,700Degree
13
May 8, 2026
0.811Degree
12
Jun 4, 2026
0.155Degree
12
Jun 4, 2026
0.009MMD RBF
12
Feb 26, 2026
88.19SA
11
Feb 26, 2026
93.5Validity Score
10
Mar 31, 2026
0.01Degree Distribution Error
10
May 8, 2026
0.059Clustering Coefficient
10
May 4, 2026
4Degree
10
Feb 26, 2026
0.32Train Time (s)
10
Feb 26, 2026
0.15Training Time (s)
10
Feb 26, 2026
0.001Degree Metric
9
Feb 26, 2026
1,300Degree
9
Jun 4, 2026