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Doctrine Consistency Analysis on 336 publications, 12,847 statements dataset
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91.2
Precision
GIPFEL-I
67.384
73.567
79.75
85.933
Jan 21, 2026
Precision
Recall
F1-Score
False Pos. Rate
Severe Viol. Count
Time (min)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1-Score
False Pos. Rate
Severe Viol. Count
Time (min)
GIPFEL-I
2026.01
91.2
87.6
89.4
8.8
1.2
12
Claude-2
2026.01
76.8
71.3
73.9
23.2
5.9
16
GPT-4
2026.01
73.4
69.2
71.2
26.6
7.8
18
Def. Llama
2026.01
68.9
64.7
66.7
31.1
11.3
22
Human
2026.01
68.3
82.1
74.5
31.7
4.7
240
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