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Benchmarks
Named Entity Recognition on Politics
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78.67
F1 Score
ProUIE
15.7812
32.1081
48.435
64.7619
Oct 5, 2023
Mar 6, 2024
Aug 6, 2024
Jan 7, 2025
Jun 9, 2025
Nov 9, 2025
Apr 12, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
ProUIE
Parameters=4B
2026.04
78.67
KnowCoder
Parameters=7B
2026.04
72.2
UniversalNER
Parameters=7B
2026.04
60.8
GoLLIE
Model size=34B, Zero-s...
2023.10
60.2
GollIE
Parameters=34B
2026.04
60.2
GoLLIE
Model size=7B, Zero-sh...
2023.10
57.2
GollIE
Parameters=7B
2026.04
57.2
GoLLIE
Model size=13B, Zero-s...
2023.10
54.4
GollIE
Parameters=13B
2026.04
54.4
InstructUIE
Parameters=11B
2026.04
48.15
GoLLIE
Model variant=Baseline...
2023.10
28.3
Instruct-UIE
Zero-shot=true
2023.10
18.2
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