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Referring Expression

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

Papers

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Showing 1–10 of 364 papers

Title	Date	Tasks	Status	Hype	Score
4th PVUW MeViS 3rd Place Report: Sa2VA	Apr 1, 2025	Language ModelingLanguage Modelling	CodeCode Available	5	5
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection	Mar 9, 2023	DecoderObject Detection	CodeCode Available	5	5
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V	Oct 17, 2023	Interactive SegmentationReferring Expression	CodeCode Available	4	5
Universal Instance Perception as Object Discovery and Retrieval	Mar 12, 2023	Described Object DetectionGeneralized Referring Expression Comprehension	CodeCode Available	3	5
RemoteSAM: Towards Segment Anything for Earth Observation	May 23, 2025	AttributeEarth Observation	CodeCode Available	3	5
Towards Visual Grounding: A Survey	Dec 28, 2024	Phrase GroundingReferring Expression	CodeCode Available	3	5
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model	Jun 28, 2024	Interactive SegmentationLanguage Modeling	CodeCode Available	3	5
PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model	Mar 21, 2024	DecoderGeneralized Referring Expression Segmentation	CodeCode Available	3	5
GRES: Generalized Referring Expression Segmentation	Jun 1, 2023	Generalized Referring Expression SegmentationReferring Expression	CodeCode Available	2	5
GREC: Generalized Referring Expression Comprehension	Aug 30, 2023	Generalized Referring Expression ComprehensionReferring Expression	CodeCode Available	2	5

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Benchmark Results

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