Graph Clustering on Youtube
52.7NMIDyG-RoLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DyG-RoLLMMethod Category=LLMs2026.03 | 52.7 | 35.3 | |
| DyG-MFMethod Category=MF-based2026.03 | 51.8 | 34.5 | |
| ROLANDMethod Category=NN-based2026.03 | 48.4 | 33.2 | |
| TGCMethod Category=NN-based2026.03 | 47.9 | 32.6 | |
| RNNGCNMethod Category=NN-based2026.03 | 47.6 | 32.3 | |
| node2vecMethod Category=NN-based2026.03 | 42.8 | 24.5 | |
| SepNEMethod Category=NN-based2026.03 | 39.5 | 21 | |
| ComGPTMethod Category=LLMs2026.03 | 36.2 | 20.6 | |
| DSCPCDMethod Category=NN-based2026.03 | 32.6 | 15.9 | |
| CommLLMMethod Category=LLMs2026.03 | 30.8 | 15.1 |