LILT

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

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

Natural Language Processing2 results

Semantic entity labelingonFUNSD
F1· 2022-02-28
88.41
best: 93.2 (LayoutMask (large))
SOTA
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding arXiv:2202.13669
Key Information ExtractiononCORD
F1· 2022-02-28
96.07
best: 98.52 (RORE (GeoLayoutLM))
SOTA
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding arXiv:2202.13669