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 .

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