FREDo
Introduced 2022-05-04
FREDo is a Few-Shot Document-Level Relation Extraction Benchmark based on DocRED and SciERC. The dataset is divided into four subsets: training set (62 relations), validation set (16 relations), in-domain test set (16 relations), and cross-domain test set (7 relations).
Benchmarks
Related Benchmarks
FREDo (cross-domain)/Few-Shot Learning/F1 (1-Doc)FREDo (cross-domain)/Few-Shot Learning/F1 (3-Doc)FREDo (cross-domain)/Meta-Learning/F1 (1-Doc)FREDo (cross-domain)/Meta-Learning/F1 (3-Doc)FREDo (cross-domain)/Relation Classification/F1 (1-Doc)FREDo (cross-domain)/Relation Classification/F1 (3-Doc)FREDo (cross-domain)/Relation Extraction/F1 (1-Doc)FREDo (cross-domain)/Relation Extraction/F1 (3-Doc)