Doc2Graph

Reported on 2 benchmarks across 2 tasks · 1 paper

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

Natural Language Processing2 results

Entity LinkingonFUNSD
F1· 2022-08-23
53.36
best: 89.45 (GeoLayoutLM)
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks arXiv:2208.11168
Semantic entity labelingonFUNSD
F1· 2022-08-23
82.25
best: 93.2 (LayoutMask (large))
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks arXiv:2208.11168