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LayoutLMv3-FUNSD-ft
Sennodipoi/LayoutLMv3-FUNSD-ft
LayoutLMv3-FUNSD-ft is a token classification model from Sennodipoi. Use it when you need labels on individual words, such as names. It is set up for transformers.
LayoutLMv3 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my Master Degree thesis .
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlmv3
- Access
- Public
- Created
- Aug 23, 2022
- Updated
- Oct 27, 2022
- SHA
- f25f643d
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Model card
From the Hugging Face model README
LayoutLMv3 fine-tuned on the FUNSD dataset. Code and results are available at the official GitHub repository of my Master Degree thesis .
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 |
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlmv3
- Created
- Aug 23, 2022
- Updated
- Oct 27, 2022