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Document Information Extraction on DeepForm
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68.8
F1 Score
DocOwl-1.5
39.472
47.086
54.7
62.314
Feb 22, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
DocOwl-1.5
Trainable Parameters=8.1B
2026.02
68.8
PositionOCR
Trainable Parameters=131M
2026.02
66.3
QwenVL
Trainable Parameters=9.6B
2026.02
65.7
HRVDA
Trainable Parameters=7.1B
2026.02
63.2
Donut
Trainable Parameters=176M
2026.02
61.6
UReader
Trainable Parameters=7.1B
2026.02
49.5
DocOwl
Trainable Parameters=7.3B
2026.02
42.6
Monkey
Trainable Parameters=9.8B
2026.02
40.6
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