Datasets › Wikidata5M
Wikidata5M
Wikidata5m is a million-scale knowledge graph dataset with aligned corpus. This dataset integrates the Wikidata knowledge graph and Wikipedia pages. Each entity in Wikidata5m is described by a corresponding Wikipedia page, which enables the evaluation of link prediction over unseen entities.
The dataset is distributed as a knowledge graph, a corpus, and aliases. We provide both transductive and inductive data splits used in the original paper.
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Link Prediction | Wikidata5M | MoCoKGC MRR 0.490 | MoCoKGC: Momentum Contrast Entity Encoding for Knowledge... | — | 14 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 54. 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 | |||
|---|---|---|---|---|
| MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion | 0 | 1 | 12 Nov 2024 | not harvested |
| Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction | 1 | 3 | 22 May 2023 | not harvested |
| Sequence-to-Sequence Knowledge Graph Completion and Question Answering | 1 | 2 | 19 Mar 2022 | ran 0 of 6 samples (6 unverified) |
| SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models | 2 | 1 | 4 Mar 2022 | ran 3 of 6 samples (3 unverified; 3 pointer-only for licence) |
| Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques | 1 | 1 | 1 Nov 2021 | not harvested |
| KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation | 1 | 6 | 13 Nov 2019 | ran 1 of 5 samples (4 unverified; 5 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
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
- Wikidata5M
1 variant name, as the archive lists them.
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