Image Retrieval with Multi-Modal Query

9 papers with code • 3 benchmarks • 2 datasets

The problem of retrieving images from a database based on a multi-modal (image- text) query. Specifically, the query text prompts some modification in the query image and the task is to retrieve images with the desired modifications.

Benchmarks

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These leaderboards are used to track progress in Image Retrieval with Multi-Modal Query

Dataset	Best Model	Compare
Fashion200k	Css-Net	See all
MIT-States	ComposeAE	See all
FashionIQ	ComposeAE	See all

Datasets

MIT-States
Fashion IQ

Subtasks

Cross-Modal Retrieval
Zero-Shot Cross-Modal Retrieval
Cross-Modal Information Retrieval
Multi-Modal Person Identification

Latest papers with no code

Most implemented Social Latest No code

Relieving Triplet Ambiguity: Consensus Network for Language-Guided Image Retrieval

no code yet • 3 Jun 2023

We propose a novel Consensus Network (Css-Net) that self-adaptively learns from noisy triplets to minimize the negative effects of triplet ambiguity.

Paper
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