Methods › Computer Vision › Video-Text Retrieval Models › CoVR

Composed Video Retrieval

CoVR

4 papers tagged archive 2025-07-28

Introduced by Lucas Ventura et al. in CoVR-2: Automatic Data Construction for Composed Video Retrieval

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The composed video retrieval (CoVR) task is a new task, where the goal is to find a video that matches both a query image and a query text. The query image represents a visual concept that the user is interested in, and the query text specifies how the concept should be modified or refined. For example, given an image of a fountain and the text during show at night, the CoVR task is to retrieve a video that shows the fountain at night with a show.

Paper Source

Papers archive 2025-07-28

4 shown of 4, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos
5 Jun 2025 · 1 repository · arXiv:2506.05274
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs
19 Jun 2024 · 1 repository · arXiv:2406.13444
Composed Video Retrieval via Enriched Context and Discriminative Embeddings
25 Mar 2024 · 1 repository · arXiv:2403.16997

Syntology ran 1 of 1 samples · 0 unverified
CoVR-2: Automatic Data Construction for Composed Video Retrieval
28 Aug 2023 · 1 repository · arXiv:2308.14746

Syntology ran 1 of 1 samples · 0 unverified

Tasks archive 2025-07-28

12 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Composed Video Retrieval (CoVR)	3
Retrieval	3
Video Retrieval	3
Action Classification	1
Composed Image Retrieval (CoIR)	1
Contrastive Learning	1
Image Retrieval	1
Language Modelling	1
Large Language Model	1
Triplet	1
Visual Reasoning	1
Zero-Shot Composed Image Retrieval (ZS-CIR)	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (4 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Video-Text Retrieval Models

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