Datasets › VRD
VRD (Visual Relationship Detection dataset)
The Visual Relationship Dataset (VRD) contains 4000 images for training and 1000 for testing annotated with visual relationships. Bounding boxes are annotated with a label containing 100 unary predicates. These labels refer to animals, vehicles, clothes and generic objects. Pairs of bounding boxes are annotated with a label containing 70 binary predicates. These labels refer to actions, prepositions, spatial relations, comparatives or preposition phrases. The dataset has 37993 instances of visual relationships and 6672 types of relationships. 1877 instances of relationships occur only in the test set and they are used to evaluate the zero-shot learning scenario.
Source: Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation Image Source: https://cs.stanford.edu/people/ranjaykrishna/vrd/
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 | ||||
|---|---|---|---|---|---|---|
| Visual Relationship Detection | VRD Relationship Detection | Yu et. al [[Yu et al.2017a]] R@100 31.89 | Visual Relationship Detection with Internal and External... | — | 8 | Compare |
| Visual Relationship Detection | VRD Predicate Detection | Yu et. al [[Yu et al.2017a]] R@100 94.65 | Visual Relationship Detection with Internal and External... | — | 7 | Compare |
| Visual Relationship Detection | VRD Phrase Detection | Yu et. al [[Yu et al.2017a]] R@100 29.43 | Visual Relationship Detection with Internal and External... | — | 7 | Compare |
| Scene Graph Generation | VRD | FactorizableNet Recall@50 18.32 | Factorizable Net: An Efficient Subgraph-based Framework... | yikang-li/FactorizableNet | 2 | Compare |
| Visual Relationship Detection | VRD | Ours - v R@50 k=1 15 | Improving Visual Relation Detection using Depth Maps | Sina-Baharlou/Depth-VRD | 1 | Compare |
Papers archive 2025-07-28
10 shown of 10 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 151. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- VRD
- VRD Predicate Detection
- VRD Phrase Detection
- VRD Relationship Detection
4 variant names, as the archive lists them.
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