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Benchmarks
Personalized Scholarly Title Generation on LaMP-5 v1 (test)
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50.3
ROUGE-1
PersonaAgent
44.164
45.757
47.35
48.943
Jun 6, 2025
ROUGE-1
ROUGE-L
Updated 5d ago
Evaluation Results
Method
Method
Links
ROUGE-1
ROUGE-L
PersonaAgent
Method Category=Person...
2025.06
50.3
43.4
RAG
Method Category=Person...
2025.06
47.5
42.4
PAG
Method Category=Person...
2025.06
47.2
41.3
ReAct
Method Category=Genera...
2025.06
46.8
40.7
MemBank
Method Category=Genera...
2025.06
46.3
39.9
Prompt
Method Category=Non-Pe...
2025.06
45.5
38.4
ICL
Method Category=Non-Pe...
2025.06
44.4
38
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