| LayoutLMv2 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 | 0.69 | 0.77 | 0.72 | 4e-4 | | |
| | JURISDICTION | 0.90 | 0.87 | 0.88 | 1e-4 | | |
| | PARTY | 0.73 | 0.87 | 0.79 | 8e-5 | | |
| | TERM | 0.76 | 0.63 | 0.68 | 2e-3 | | |
| | Micro avg | 0.76 | 0.85 | 0.80 | 1e-4 | | |
| | Macro avg | 0.76 | 0.78 | 0.77 | 4e-4 | | |
| | Weighted avg | 0.77 | 0.85 | 0.80 | 1e-4 | | |