| LayoutLMv3 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my [Master Degree thesis ](https://github.com/AleRosae/thesis-layoutlm). | |
| 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 | | |