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LayoutLMv2 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my Master Degree thesis .
Results obtained with seqeval in strict mode:
Precision | Recall | F1-score | Variance (F1) | |
---|---|---|---|---|
ANSWER | 0.82 | 0.83 | 0.82 | 4e-4 |
HEADER | 0.65 | 0.58 | 0.62 | 9e-4 |
QUESTION | 0.87 | 0.83 | 0.85 | 3e-5 |
Micro avg | 0.84 | 0.82 | 0.82 | 1e-4 |
Macro avg | 0.79 | 0.75 | 0.76 | 4e-4 |
Weighted avg | 0.84 | 0.82 | 0.82 | 1e-4 |
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