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Benchmarks
Graph Clustering on DR 100K
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96.2
NMI
DyG-RoLLM
74.984
80.492
86
91.508
Mar 14, 2026
NMI
NF1
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMI
NF1
DyG-RoLLM
Method Category=LLMs
2026.03
96.2
88.6
DyG-MF
Method Category=MF-based
2026.03
94.3
86.5
ROLAND
Method Category=NN-based
2026.03
93.3
85.8
TGC
Method Category=NN-based
2026.03
92.8
85.4
RNNGCN
Method Category=NN-based
2026.03
92.1
84.3
node2vec
Method Category=NN-based
2026.03
91.2
85.6
SepNE
Method Category=NN-based
2026.03
89
81.1
ComGPT
Method Category=LLMs
2026.03
81.2
65.4
DSCPCD
Method Category=NN-based
2026.03
79.6
63.5
CommLLM
Method Category=LLMs
2026.03
75.8
60.1
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