CORD LayoutLMv3 Document Understanding Dataset

Functioning as a version of the CORD dataset prepared for the LayoutLMv3 model, focusing on document understanding tasks. It was authored by 'nielsr' and last updated in May 2022. Specific details on row count, column structure, and file formats are unavailable.

Use Cases

• Fine-tune the LayoutLMv3 model for document entity recognition using the CORD dataset structure.
• Train a multimodal model on document images and text for information extraction tasks.
• Benchmark document parsing performance on receipt-like documents from the CORD benchmark.

Strengths

• Dataset is associated with the established CORD benchmark for document understanding.
• Specifically formatted for the LayoutLMv3 architecture, a state-of-the-art model.

Limitations

• The dataset's size, specific features, and sample data are unknown, limiting assessment of its scale and content.
• The last update was in May 2022, which may not reflect the latest model versions or data corrections.

Provenance

Source

https://github.com/clovaai/cord/

Freshness

Last updated on 2022-05-02.