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LayoutLMv3 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 | 0.90 | 0.91 | 0.90 | 3e-5 |
Header | 0.61 | 0.66 | 0.63 | 4e-4 |
Question | 0.88 | 0.87 | 0.88 | 1e-4 |
Micro avg | 0.87 | 0.88 | 0.87 | 3e-5 |
Macro avg | 0.79 | 0.82 | 0.80 | 3e-5 |
Weighted avg | 0.87 | 0.88 | 0.87 | 3e-5 |
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