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Graph Clustering on SO
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47.6
NMI
DyG-RoLLM
31.584
35.742
39.9
44.058
Mar 14, 2026
NMI
NF1
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMI
NF1
DyG-RoLLM
Method Category=LLMs
2026.03
47.6
30.9
DyG-MF
Method Category=MF-based
2026.03
45.5
29.6
ROLAND
Method Category=NN-based
2026.03
44.8
29.2
TGC
Method Category=NN-based
2026.03
44.6
29
RNNGCN
Method Category=NN-based
2026.03
40.8
23.8
node2vec
Method Category=NN-based
2026.03
40.3
23.3
SepNE
Method Category=NN-based
2026.03
39.2
22.1
ComGPT
Method Category=LLMs
2026.03
38.2
20.1
DSCPCD
Method Category=NN-based
2026.03
34.4
18.6
CommLLM
Method Category=LLMs
2026.03
32.2
17.3
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