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Relation Extraction On Redocred

Metrics

F1
Ign F1

Results

Performance results of various models on this benchmark

Paper TitleRepository
DREEAM80.7379.66DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction
HingeABL79.7978.82Adaptive Hinge Balance Loss for Document-Level Relation Extraction-
SSR-PU78.8677.67A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling
KD-DocRE78.2877.60Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation
DocuNET77.8777.26Document-level Relation Extraction as Semantic Segmentation
ATLOP77.5676.82Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
JEREX72.5771.45An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning
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Relation Extraction On Redocred | SOTA | HyperAI