Graph Clustering on SO
47.6NMIDyG-RoLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DyG-RoLLMMethod Category=LLMs2026.03 | 47.6 | 30.9 | |
| DyG-MFMethod Category=MF-based2026.03 | 45.5 | 29.6 | |
| ROLANDMethod Category=NN-based2026.03 | 44.8 | 29.2 | |
| TGCMethod Category=NN-based2026.03 | 44.6 | 29 | |
| RNNGCNMethod Category=NN-based2026.03 | 40.8 | 23.8 | |
| node2vecMethod Category=NN-based2026.03 | 40.3 | 23.3 | |
| SepNEMethod Category=NN-based2026.03 | 39.2 | 22.1 | |
| ComGPTMethod Category=LLMs2026.03 | 38.2 | 20.1 | |
| DSCPCDMethod Category=NN-based2026.03 | 34.4 | 18.6 | |
| CommLLMMethod Category=LLMs2026.03 | 32.2 | 17.3 |