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54.2
NMI
DyG-RoLLM
32.464
38.107
43.75
49.393
Mar 14, 2026
NMI
NF1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMI
NF1 Score
DyG-RoLLM
Method Category=LLMs
2026.03
54.2
34.8
DyG-MF
Method Category=MF-based
2026.03
52.3
33.6
RNNGCN
Method Category=NN-based
2026.03
48.5
30.2
TGC
Method Category=NN-based
2026.03
47.8
31.6
ROLAND
Method Category=NN-based
2026.03
47.5
31.4
node2vec
Method Category=NN-based
2026.03
42.4
25.5
SepNE
Method Category=NN-based
2026.03
40.3
22.4
ComGPT
Method Category=LLMs
2026.03
38.2
20.6
DSCPCD
Method Category=NN-based
2026.03
34.3
18.2
CommLLM
Method Category=LLMs
2026.03
33.3
18.2
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