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Benchmarks
Citation Identification on LaMP-1 (random)
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58.3
Accuracy
P2P
50.084
52.217
54.35
56.483
Oct 18, 2025
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
P2P
Inference Time (ms)=39.98
2025.10
58.3
58
PAG
Inference Time (ms)=66.85
2025.10
56.3
56
Full History
Inference Time (ms)=46...
2025.10
56.2
55.1
OPPU
Inference Time (ms)=35.82
2025.10
53.1
53.1
Base Model
Inference Time (ms)=31.97
2025.10
51.9
51.6
MT LoRA
Inference Time (ms)=30.51
2025.10
51.1
50.7
RAG
Inference Time (ms)=44.58
2025.10
50.4
40.9
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