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LayoutLMv1 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my Master Degree thesis .

Results obtained using seqeval in strict mode:

Precision Recall F1-score Variance (F1)
ANSWER 0.80 0.78 0.80 1e-4
HEADER 0.62 0.47 0.53 2e-4
QUESTION 0.85 0.71 0.83 3e-5
Micro avg 0.83 0.77 0.81 1e-4
Macro avg 0.77 0.56 0.72 3e-5
Weighted avg 0.83 0.78 0.80 1e-4
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