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Referring Expression

Referring expressions places a bounding box around the instance corresponding to the provided description and image.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–110 of 364 papers

Title	Date	Tasks	Status	Hype	Score
Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception	Mar 5, 2024	Language ModelingLanguage Modelling	CodeCode Available	1	5
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs	Nov 8, 2023	Question AnsweringReferring Expression	CodeCode Available	1	5
NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning	Feb 1, 2025	Referring ExpressionVisual Grounding	CodeCode Available	1	5
Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints	Jan 12, 2025	Image SegmentationReferring Expression	CodeCode Available	1	5
UNITER: UNiversal Image-TExt Representation Learning	Sep 25, 2019	Image-text matchingImage-text Retrieval	CodeCode Available	1	5
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration	Feb 27, 2025	Image ComprehensionReferring Expression	CodeCode Available	1	5
Deconfounded Visual Grounding	Dec 31, 2021	Referring ExpressionVisual Grounding	CodeCode Available	0	5
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions	Dec 30, 2016	Referring ExpressionReferring Expression Comprehension	CodeCode Available	0	5
Reasoning About Pragmatics with Neural Listeners and Speakers	Apr 2, 2016	Referring ExpressionText Generation	CodeCode Available	0	5
Cross-Modal Self-Attention Network for Referring Image Segmentation	Apr 9, 2019	Image SegmentationReferring Expression	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Random	Acc@0.5m	14.6	—	Unverified