Community Detection on Wikics (Topsis Score, Rank)
0.9819Topsis ScoreDRCL (Semantic Feedback)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRCL (Semantic Feedback)Semantic Feedback=true2025.12 | 0.9819 | 1 | |
| DRCL (Without Semantic Feedback)Semantic Feedback=false2025.12 | 0.9747 | 2 | |
| MAGI2025.12 | 0.852 | 3 | |
| CommDGI2025.12 | 0.7494 | 4 | |
| DCGL2025.12 | 0.7454 | 5 | |
| DGCluster2025.12 | 0.6767 | 6 | |
| CPGCL2025.12 | 0.5444 | 7 | |
| MGCN2025.12 | 0.4552 | 8 | |
| Qwen3-embedding-0.6BModel size=0.6B2025.12 | 0.4225 | 9 | |
| Mamba22025.12 | 0.3901 | 10 | |
| Jina-embeddings-v2-base-code2025.12 | 0.3772 | 11 | |
| Bert2025.12 | 0.291 | 12 | |
| SciBert2025.12 | 0.1482 | 13 |