GO21

Dataset Information
Modalities
Graphs, Biology
Languages
English
Introduced
2021
License
Unknown
Homepage

Overview

GO21 is a biomedical knowledge graph that models genes, proteins, drugs, and the hierarchy of the biological processes they participate in. It consists of 806,136 triples with 21 relations and 89127 entities. GO21 can be used for knowledge graph completion tasks (link prediction) as well as hierarchical reasoning tasks, such as ancestor-descendant prediction task proposed in the paper.

Variants: GO21

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Link Prediction ConE Modeling Heterogeneous Hierarchies with Relation-specific … 2021-10-28

Research Papers

Recent papers with results on this dataset: