Datasets › YAGO
YAGO (Yet Another Great Ontology)
Yet Another Great Ontology (YAGO) is a Knowledge Graph that augments WordNet with common knowledge facts extracted from Wikipedia, converting WordNet from a primarily linguistic resource to a common knowledge base. YAGO originally consisted of more than 1 million entities and 5 million facts describing relationships between these entities. YAGO2 grounded entities, facts, and events in time and space, contained 446 million facts about 9.8 million entities, while YAGO3 added about 1 million more entities from non-English Wikipedia articles. YAGO3-10 a subset of YAGO3, containing entities which have a minimum of 10 relations each.
Source: Recent Advances in Natural Language Inference:A Survey of Benchmarks, Resources, and Approaches Image Source: https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/yago-naga/yago/downloads/
Benchmarks archive 2025-07-28
All 5 leaderboards 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Link Prediction | YAGO15k | TNTComplEx (x10) MRR 0.37 | Tensor Decompositions for temporal knowledge base completion | apoorvumang/CronKGQA +1 | 2 | Compare |
| Link Prediction | YAGO37 | SEEK Hits@1 0.370 | SEEK: Segmented Embedding of Knowledge Graphs | Wentao-Xu/SEEK | 2 | Compare |
| Link Prediction | Yago11k | TimePlex MRR 0.2364 | Temporal Knowledge Base Completion: New Algorithms and... | dair-iitd/tkbi | 1 | Compare |
| Link Prediction | YAGO39K | TransC (bern) Hits@1 0.298 | Differentiating Concepts and Instances for Knowledge... | davidlvxin/TransC | 1 | Compare |
| Triple Classification | YAGO39K | TransC (bern) Accuracy 93.8 | Differentiating Concepts and Instances for Knowledge... | davidlvxin/TransC | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 359. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols | 1 | 1 | 2 May 2020 | ran 3 of 12 samples (9 unverified; 12 pointer-only for licence) |
| SEEK: Segmented Embedding of Knowledge Graphs | 1 | 1 | 2 May 2020 | not harvested |
| Tensor Decompositions for temporal knowledge base completion | 2 | 2 | 10 Apr 2020 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| Differentiating Concepts and Instances for Knowledge Graph Embedding | 1 | 2 | 12 Nov 2018 | ran 3 of 3 samples (0 unverified; 3 pointer-only for licence) |
| Knowledge Graph Embedding with Iterative Guidance from Soft Rules | 1 | 1 | 30 Nov 2017 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- YAGO3-10
- YAGO15k
- YAGO39K
- YAGO37
- Yago11k
- YAGO
6 variant names, as the archive lists them.
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