CIRCO

The 'CIRCO' dataset/benchmark is used to evaluate Zero-Shot Composed Image Retrieval (ZS-CIR) by providing multimodal queries that consist of a reference image and modification text.

Papers using CIRCO (3)

WISER: Wider Search, Deeper Thinking, and Adaptive Fusion for Training-Free Zero-Shot Composed Image Retrieval2026X-Aligner: Composed Visual Retrieval without the Bells and Whistles2026UNION: A Lightweight Target Representation For Efficient Zero-shot Image-guided Retrieval With Optional Textual Queries2025