Datasets › OVEN
OVEN (Open-domain Visual Entity Recognition)
In this project, we formally present the task of Open-domain Visual Entity recognitioN (OVEN), where a model need to link an image onto a Wikipedia entity with respect to a text query. We construct OVEN-Wiki by re-purposing 14 existing datasets with all labels grounded onto one single label space: Wikipedia entities. OVEN challenges models to select among six million possible Wikipedia entities, making it a general visual recognition benchmark with the largest number of labels.
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 | ||||
|---|---|---|---|---|---|---|
| Fine-Grained Image Recognition | OVEN | PaLI-X Accuracy 23.1 | PaLI-X: On Scaling up a Multilingual Vision and Language Model | kyegomez/PALI +1 | 5 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 19. 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 | |||
|---|---|---|---|---|
| Retrieval-Enhanced Contrastive Vision-Text Models | 0 | 1 | 12 Jun 2023 | not harvested |
| PaLI-X: On Scaling up a Multilingual Vision and Language Model | 2 | 1 | 29 May 2023 | ran 6 of 7 samples (1 unverified) |
| Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities | 2 | 3 | 22 Feb 2023 | ran 1 of 4 samples (3 unverified) |
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
Variants archive 2025-07-28
- OVEN
1 variant name, as the archive lists them.
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