| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CS | Infomap | Average Communities834.4 | 54 | 3d ago | |
| ogb-arxiv | Infomap | Avg Communities4,840 | 38 | 3d ago | |
| PC | Infomap | Avg Detected Communities455.1 | 31 | 3d ago | |
| PubMed | Infomap | Avg Communities924.9 | 31 | 3d ago | |
| CiteSeer | Infomap | Avg Detected Communities628.9 | 31 | 3d ago | |
| Cora | Infomap | Avg Communities282.2 | 31 | 3d ago | |
| Cora ML | Infomap | Avg Detected Communities287.4 | 27 | 3d ago | |
| Physics | Ortho | Avg Detected Communities185.8 | 27 | 3d ago | |
| Photo | Infomap | Avg Detected Communities231.4 | 27 | 3d ago | |
| Flickr | CD-ATTACK | M1 Score7.18 | 20 | 3d ago | |
| Photos | CD-ATTACK | M1 Score8.11 | 20 | 3d ago | |
| Cora | RS | M1 Score3.91 | 20 | 3d ago | |
| DBLP | CommunityGAN | F1 Score45.6 | 16 | 3d ago | |
Topsis Score0.7715 | 13 | 3d ago | |||
| Arxiv 2023 | DRCL (Semantic Feedback) | Topsis Score0.9151 | 13 | 3d ago | |
| Pubmed | DRCL (Semantic Feedback) | Topsis Score0.937 | 13 | 3d ago | |
| Wikics | DRCL (Semantic Feedback) | Topsis Score0.9819 | 13 | 3d ago | |
| Citeseer | DRCL (Semantic Feedback) | Topsis Score0.959 | 13 | 3d ago | |
| Cora | DRCL (Semantic Feedback) | Topsis Score0.9857 | 13 | 3d ago | |
| Cora | DRCL | DBI0.1623 | 13 | 3d ago | |
| PubMed v1 (test) | CDNMF | ACC66.53 | 13 | 3d ago | |
| Citeseer v1 (test) | CDNMF | ACC47.56 | 13 | 3d ago | |
| Cora v1 (test) | CDNMF | Accuracy60.81 | 13 | 3d ago | |
| Synthetic dataset (test) | Proposed Metric (Si, ‡) | F1 Score83.75 | 12 | 3d ago | |
| Geometric Block Model (GBM) d=2, n=500, T=5sqrt(2) | LGNN | Overlap Score76 | 12 | 3d ago |
