| LayoutLMv1 fine-tuned on the Kleister-NDA dataset. Code (including pre-processing) and results are available at the official GitHub repository of my [Master Degree thesis ](https://github.com/AleRosae/thesis-layoutlm) | |
| Results obtained with seqeval in strict mode: | |
| | | Precision | Recall| F1-score | Variance (F1) | | |
| |--------------------------|--------------------|-----------------|-------------------|------------------------| | |
| | EFFECTIVE\_DATE | 0.87 | 0.51 | 0.64 | 2e-6 | | |
| | JURISDICTION | 0.75 | 0.84 | 0.80 | 4e-7 | | |
| | PARTY | 0.84 | 0.71 | 0.77 | 9e-6 | | |
| | TERM | 0.69 | 0.51 | 0.58 | 1e-3 | | |
| | Micro avg | 0.81 | 0.72 | 0.77 | 2e-6 | | |
| | Macro avg | 0.79 | 0.65 | 0.70 | 9e-5 | | |
| | Weighted avg | 0.82 | 0.73 | 0.76 | 3e-6 | | |