LiLT ([InfoXLM]_base)

Reported on 2 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing2 results

Key Information ExtractiononSIBR
key-value pair F1· 2022-02-28
72.76
best: 82.52 (PEneo (LayoutLMv3_base_chinese))
SOTA
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding arXiv:2202.13669
Key Information ExtractiononRFUND-EN
key-value pair F1· 2022-02-28
52.18
best: 79.27 (PEneo (LayoutLMv3_base))
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding arXiv:2202.13669