Community
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
community (test)
78.6Accuracy
53
Community-small
0.009MMD (Degree)
26
Community (OOD)
96.95AUROC
19
Community small
0.35Degree
17
Community (test)
89.53AUROC
13
Community-small Synthetic, 12 ≤ |V| ≤ 20 (test)
14.2Degree Similarity Score
12
Community small
0.35Degree
11
Community
4Degree
10
Community small
2.95Density
7
COMMUNITY-SMALL (test)
0.023Degree MMD
7
Community
94Validity
7
Community
97NMI
6
Community
99.02Macro F1 Score
6
Community
99.03Clustering Accuracy
6
Community small (test)
0.03Density
6
Community synthetic SBM
98.5Accuracy
5
Community Small
12.4Pair 1 Assortativity (MAE)
4
community (test)
12.105Max Conditional Coverage Deviation
4