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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 151–160 of 364 papers

Title	Date	Tasks	Status	Hype	Score
Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding	Sep 5, 2019	ObjectReferring Expression	CodeCode Available	0	5
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension	Feb 17, 2023	Referring ExpressionReferring Expression Comprehension	CodeCode Available	0	5
Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding	Aug 28, 2019	AttributeReferring Expression	CodeCode Available	0	5
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation	Nov 30, 2023	Image CaptioningReferring Expression	CodeCode Available	0	5
MAttNet: Modular Attention Network for Referring Expression Comprehension	Jan 24, 2018	Generalized Referring Expression SegmentationReferring Expression	CodeCode Available	0	5
Bring Adaptive Binding Prototypes to Generalized Referring Expression Segmentation	May 24, 2024	DecoderGeneralized Referring Expression Segmentation	CodeCode Available	0	5
MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote Sensing	Mar 31, 2025	Objectobject-detection	CodeCode Available	0	5
Modeling Context Between Objects for Referring Expression Understanding	Aug 1, 2016	Multiple Instance LearningObject	CodeCode Available	0	5
Localized Symbolic Knowledge Distillation for Visual Commonsense Models	Dec 8, 2023	Image DescriptionInstruction Following	CodeCode Available	0	5
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters	Mar 28, 2020	ColorizationImage Colorization	CodeCode Available	0	5

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Benchmark Results

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