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Document Information Extraction on DeepForm (test)
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61.6
F1
Donut
3.36
18.48
33.6
48.72
Nov 8, 2024
F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1
Donut
Model Params=143M, Tra...
2024.11
61.6
mPLUG-Owl-7B + Ours
Model Params=7.2B, Tra...
2024.11
53
mPLUG-Owl-7B + UReader
Model Params=7.2B, Tra...
2024.11
49.5
Monkey
Model Params=9.8B, Tra...
2024.11
40.6
BLIP-2-OPT-2.7B + Ours
Model Params=3.8B, Tra...
2024.11
14.6
BLIP-2-OPT-2.7B + UReader
Model Params=3.8B, Tra...
2024.11
5.6
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