Graph Clustering on Flickr
54.2NMIDyG-RoLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DyG-RoLLMMethod Category=LLMs2026.03 | 54.2 | 34.8 | |
| DyG-MFMethod Category=MF-based2026.03 | 52.3 | 33.6 | |
| RNNGCNMethod Category=NN-based2026.03 | 48.5 | 30.2 | |
| TGCMethod Category=NN-based2026.03 | 47.8 | 31.6 | |
| ROLANDMethod Category=NN-based2026.03 | 47.5 | 31.4 | |
| node2vecMethod Category=NN-based2026.03 | 42.4 | 25.5 | |
| SepNEMethod Category=NN-based2026.03 | 40.3 | 22.4 | |
| ComGPTMethod Category=LLMs2026.03 | 38.2 | 20.6 | |
| DSCPCDMethod Category=NN-based2026.03 | 34.3 | 18.2 | |
| CommLLMMethod Category=LLMs2026.03 | 33.3 | 18.2 |