HyperAI

Relation Extraction On Nyt11 Hrl

Metrics

F1

Results

Performance results of various models on this benchmark

Comparison Table
Model NameF1
tplinker-single-stage-joint-extraction-of55.67
joint-extraction-of-entities-and-relations47.9
extracting-relational-facts-by-an-end-to-end42.1
revisiting-the-negative-data-of-distantly53.8
a-novel-hierarchical-binary-tagging-framework51.25
revisiting-the-negative-data-of-distantly55.47
tplinker-single-stage-joint-extraction-of55.28
a-novel-hierarchical-binary-tagging-framework53.9
end-to-end-relation-extraction-using-lstms-on53.1
a-hierarchical-framework-for-relation53.8
revisiting-the-negative-data-of-distantly56.23
cotype-joint-extraction-of-typed-entities-and43