YAGO3-10

Yet Another Great Ontology 3-10

Dataset Information
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Contents

Overview

YAGO3-10 is benchmark dataset for knowledge base completion. It is a subset of YAGO3 (which itself is an extension of YAGO) that contains entities associated with at least ten different relations. In total, YAGO3-10 has 123,182 entities and 37 relations and 1,179,040 triples, and most of the triples describe attributes of persons such as citizenship, gender, and profession.

Variants: YAGO3-10

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Link Prediction MEIM MEIM: Multi-partition Embedding Interaction Beyond … 2022-09-30
Link Prediction ComplEx Start Small, Think Big: On … 2022-07-11
Link Prediction Rot-Pro Rot-Pro: Modeling Transitivity by Projection … 2021-10-27
Link Prediction SAFRAN (white box, rule based) SAFRAN: An interpretable, rule-based link … 2021-09-16
Link Prediction NBFNet Neural Bellman-Ford Networks: A General … 2021-06-13
Link Prediction CP-DURA (large model) Duality-Induced Regularizer for Tensor Factorization … 2020-11-11
Link Prediction ComplEx-DURA (large model) Duality-Induced Regularizer for Tensor Factorization … 2020-11-11
Link Prediction DensE DensE: An Enhanced Non-commutative Representation … 2020-08-11
Link Prediction BoxE BoxE: A Box Embedding Model … 2020-07-13
Link Prediction MEI Multi-Partition Embedding Interaction with Block … 2020-06-29
Link Prediction RefE Low-Dimensional Hyperbolic Knowledge Graph Embeddings 2020-05-01
Link Prediction HAKE Learning Hierarchy-Aware Knowledge Graph Embeddings … 2019-11-21
Link Prediction InteractE InteractE: Improving Convolution-based Knowledge Graph … 2019-11-01
Link Prediction DihEdral Relation Embedding with Dihedral Group … 2019-06-03
Link Prediction ComplEx-N3 (large model, reciprocal) Canonical Tensor Decomposition for Knowledge … 2018-06-19
Link Prediction ComplEx-N3 (reciprocal) Canonical Tensor Decomposition for Knowledge … 2018-06-19
Link Prediction ConvE Convolutional 2D Knowledge Graph Embeddings 2017-07-05

Research Papers

Recent papers with results on this dataset:

External Links: