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52.7
NMI
DyG-RoLLM
29.924
35.837
41.75
47.663
Mar 14, 2026
NMI
NF1
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMI
NF1
DyG-RoLLM
Method Category=LLMs
2026.03
52.7
35.3
DyG-MF
Method Category=MF-based
2026.03
51.8
34.5
ROLAND
Method Category=NN-based
2026.03
48.4
33.2
TGC
Method Category=NN-based
2026.03
47.9
32.6
RNNGCN
Method Category=NN-based
2026.03
47.6
32.3
node2vec
Method Category=NN-based
2026.03
42.8
24.5
SepNE
Method Category=NN-based
2026.03
39.5
21
ComGPT
Method Category=LLMs
2026.03
36.2
20.6
DSCPCD
Method Category=NN-based
2026.03
32.6
15.9
CommLLM
Method Category=LLMs
2026.03
30.8
15.1
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