Datasets › FB15k
FB15k (Freebase 15K)
The FB15k dataset contains knowledge base relation triples and textual mentions of Freebase entity pairs. It has a total of 592,213 triplets with 14,951 entities and 1,345 relationships. FB15K-237 is a variant of the original dataset where inverse relations are removed, since it was found that a large number of test triplets could be obtained by inverting triplets in the training set.
Source: https://www.microsoft.com/en-us/download/details.aspx?id=52312 Image Source: http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data.pdf
Benchmarks archive 2025-07-28
All 6 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 | FB15k | AutoKGE MRR 0.861 | AutoSF: Searching Scoring Functions for Knowledge Graph Embedding | AutoML-4Paradigm/ERAS +2 | 23 | Compare |
| Link Prediction | FB15k | ComplEx-N3 (reciprocal) MRR 0.86 | Canonical Tensor Decomposition for Knowledge Base Completion | facebookresearch/kbc +2 | 10 | Compare |
| Complex Query Answering | FB15k | QTO MRR 1p 0.895 | Answering Complex Logical Queries on Knowledge Graphs... | bys0318/qto | 9 | Compare |
| Knowledge Graphs | FB15k | HHolE MRR .796 | Augmenting Compositional Models for Knowledge Base... | — | 2 | Compare |
| Knowledge Graph Embedding | FB15k | AcrE MRR 0.815 | Knowledge Graph Embedding with Atrous Convolution and... | — | 1 | Compare |
| Link Prediction | FB15k (filtered) | ParTransH Hits@10 65.7 | Efficient Parallel Translating Embedding For Knowledge Graphs | zdh2292390/ParTrans-X | 1 | Compare |
Papers archive 2025-07-28
30 shown of 35 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 641. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
The full list of 35 is in the JSON twin.
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
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
- FB15k
- FB15k-237
- FB15k
- FB15k (filtered)
4 variant names, as the archive lists them.
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