Datasets › WebVid-CoVR
WebVid-CoVR
The WebVid-CoVR dataset is a collection of video-text-video triplets that can be used for the task of composed video retrieval (CoVR). CoVR is a task that involves searching for videos that match both a query image and a query text. The text typically specifies the desired modification to the query image.
The WebVid-CoVR dataset is automatically generated from web-scraped video-caption pairs, using a language model to generate the modification text. The dataset contains 1.6 million triplets, with diverse content and variations. The dataset also includes a manually annotated test set of 2.5K triplets, which can be used to evaluate CoVR models.
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 | ||||
|---|---|---|---|---|---|---|
| Composed Video Retrieval (CoVR) | WebVid-CoVR | BLIP-2 R@1 59.82 | CoVR-2: Automatic Data Construction for Composed Video Retrieval | lucas-ventura/CoVR | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 3. 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 | |||
|---|---|---|---|---|
| CoVR-2: Automatic Data Construction for Composed Video Retrieval | 1 | 1 | 28 Aug 2023 | ran 1 of 1 samples (0 unverified) |
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
Languages archive 2025-07-28
Variants archive 2025-07-28
- WebVid-CoVR
1 variant name, as the archive lists them.
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