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YAGO3-10 (Yet Another Great Ontology 3-10)

archive 2025-07-28

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.

BenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Link Prediction YAGO3-10 MEIM Hits@1 0.514 MEIM: Multi-partition Embedding Interaction Beyond Block... tranhungnghiep/AnalyzingKGEmbeddings +3 18 Compare

Papers archive 2025-07-28

15 shown of 15 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 20. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction 4 1 30 Sep 2022 ran 6 of 7 samples (1 unverified; 7 pointer-only for licence)
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings 2 1 11 Jul 2022 not harvested
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding 2 1 27 Oct 2021 not harvested
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models 1 1 16 Sep 2021 not harvested
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction 3 1 13 Jun 2021 ran 2 of 15 samples (13 unverified)
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion 3 2 11 Nov 2020 ran 0 of 2 samples (2 unverified; 2 pointer-only for licence)
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy 1 1 11 Aug 2020 not harvested
BoxE: A Box Embedding Model for Knowledge Base Completion 1 1 13 Jul 2020 not harvested
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion 2 1 29 Jun 2020 not harvested
Low-Dimensional Hyperbolic Knowledge Graph Embeddings 3 1 1 May 2020 ran 4 of 11 samples (7 unverified; 8 pointer-only for licence)
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction 9 1 21 Nov 2019 ran 2 of 8 samples (6 unverified; 1 pointer-only for licence)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions 1 1 1 Nov 2019 ran 0 of 2 samples (2 unverified)
Relation Embedding with Dihedral Group in Knowledge Graph 0 1 3 Jun 2019 not harvested
Canonical Tensor Decomposition for Knowledge Base Completion 3 2 19 Jun 2018 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Convolutional 2D Knowledge Graph Embeddings 8 1 5 Jul 2017 not harvested

Dataset loaders archive 2025-07-28

pykeen.readthedocs.io/en/stable/api/pykeen.datasets.YAGO310.htmlpykeen/pykeenpytorch
bi-graph/emgraphtf

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Link Prediction

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • YAGO3-10

1 variant name, as the archive lists them.

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