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Information Extraction on FUNSD (F1)
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92.08
F1 Score
LayoutLMv3
58.6024
67.2937
75.985
84.6763
May 23, 2023
Sep 15, 2023
Jan 8, 2024
May 3, 2024
Aug 26, 2024
Dec 19, 2024
Apr 14, 2025
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
LayoutLMv3
Pipeline=Specialized
2023.05
92.08
Dublin_fixed_res
Resolution=Fixed
2023.05
77.8
Dublin_variable_res
Resolution=Variable
2023.05
77.8
Qwen2-VL-7B + RIDGE + DocVQA + FUNSD
Dataset Combinations=+...
2025.04
67.54
Qwen2-VL-7B + RIDGE + DocVQA
Dataset Combinations=+...
2025.04
66.21
Qwen2-VL-7B + RIDGE
Dataset Combinations=+...
2025.04
65.72
BERT_large/T5
Type=Text Baseline
2023.05
65.63
Qwen2-VL-7B
Dataset Combinations=B...
2025.04
59.89
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