Datasets › OpenEA Benchmark
OpenEA Benchmark
1.0 Version of OpenEA benchmark datasets. Please use the updated 2.0 version, that has been subsequently released.
Introduced by "A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs by Sun et. al, VLDB 2020"
Contains entities from DBpedia, YAGO and Wikidata.
Benchmarks archive 2025-07-28
All 4 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 | ||||
|---|---|---|---|---|---|---|
| Multi-modal Entity Alignment | UMVM-oea-d-w-v1 | UMAEA (w/o surf) Hits@1 0.945 | Rethinking Uncertainly Missing and Ambiguous Visual... | zjukg/umaea | 8 | Compare |
| Multi-modal Entity Alignment | UMVM-oea-en-fr | UMAEA (w/o surf) Hits@1 0.895 | Rethinking Uncertainly Missing and Ambiguous Visual... | zjukg/umaea | 8 | Compare |
| Multi-modal Entity Alignment | UMVM-oea-en-de | UMAEA (w/o surf) Hits@1 0.974 | Rethinking Uncertainly Missing and Ambiguous Visual... | zjukg/umaea | 8 | Compare |
| Multi-modal Entity Alignment | UMVM-oea-d-w-v2 | UMAEA (w/o surf) Hits@1 0.973 | Rethinking Uncertainly Missing and Ambiguous Visual... | zjukg/umaea | 7 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 6. 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 | |||
|---|---|---|---|---|
| Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment | 1 | 8 | 30 Jul 2023 | ran 5 of 14 samples (9 unverified) |
| Multi-modal Contrastive Representation Learning for Entity Alignment | 1 | 8 | 2 Sep 2022 | ran 3 of 10 samples (7 unverified) |
| Multi-modal Siamese Network for Entity Alignment | 1 | 7 | 14 Aug 2022 | not harvested |
| Visual Pivoting for (Unsupervised) Entity Alignment | 2 | 8 | 28 Sep 2020 | ran 3 of 9 samples (6 unverified) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
GPL
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- OpenEA Benchmark
- UMVM-oea-en-fr
- UMVM-oea-en-de
- UMVM-oea-d-w-v1
- UMVM-oea-d-w-v2
5 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections