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Models/DeepEventMine

DeepEventMine

Reported on 21 benchmarks across 3 tasks

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

Natural Language Processing14 results

Open Information ExtractiononGENIA
F1
63.96
Open Information ExtractiononInfectious Diseases 2011 (ID)
F1
61.62
Open Information ExtractiononMulti-Level Event Extraction (MLEE)
F1
61.87
Open Information ExtractiononGENIA 2013
F1
56.72
Open Information ExtractiononPathway Curation 2013 (PC)
F1
57.72
Open Information ExtractiononCancer Genetics 2013 (CG)
F1
61.74
Open Information ExtractiononEpigenetics and Post-translational Modifications 2011 (EPI)
F1
65.57
Event ExtractiononGENIA
F1
63.96
Event ExtractiononInfectious Diseases 2011 (ID)
F1
61.62
Event ExtractiononMulti-Level Event Extraction (MLEE)
F1
61.87
Event ExtractiononGENIA 2013
F1
56.72
Event ExtractiononPathway Curation 2013 (PC)
F1
57.72
Event ExtractiononCancer Genetics 2013 (CG)
F1
61.74
Event ExtractiononEpigenetics and Post-translational Modifications 2011 (EPI)
F1
65.57

Medical7 results

Information ExtractiononGENIA
F1
63.96
Information ExtractiononInfectious Diseases 2011 (ID)
F1
61.62
Information ExtractiononMulti-Level Event Extraction (MLEE)
F1
61.87
Information ExtractiononGENIA 2013
F1
56.72
Information ExtractiononPathway Curation 2013 (PC)
F1
57.72
Information ExtractiononCancer Genetics 2013 (CG)
F1
61.74
Information ExtractiononEpigenetics and Post-translational Modifications 2011 (EPI)
F1
65.57