| LayoutLMv1 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 | 0.80 | 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 | | |