SOTAVerified

Referring Expression

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

Papers

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Showing 51–100 of 364 papers

TitleStatusHype
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language ModelsCode1
PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models?Code1
Correspondence Matters for Video Referring Expression ComprehensionCode1
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun DistillationCode1
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image SegmentationCode1
Multi-task Collaborative Network for Joint Referring Expression Comprehension and SegmentationCode1
Airbert: In-domain Pretraining for Vision-and-Language NavigationCode1
Multi-branch Collaborative Learning Network for 3D Visual GroundingCode1
Unifying Vision-and-Language Tasks via Text GenerationCode1
Multi-task Visual Grounding with Coarse-to-Fine Consistency ConstraintsCode1
March in Chat: Interactive Prompting for Remote Embodied Referring ExpressionCode1
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
MDETR -- Modulated Detection for End-to-End Multi-Modal UnderstandingCode1
NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic ReasoningCode1
Discriminative Triad Matching and Reconstruction for Weakly Referring Expression GroundingCode1
Kosmos-2: Grounding Multimodal Large Language Models to the WorldCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement LearningCode1
IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression SegmentationCode1
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression ComprehensionCode1
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression ComprehensionCode1
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisCode1
Modeling Context in Referring ExpressionsCode1
LAVT: Language-Aware Vision Transformer for Referring Image SegmentationCode1
Multi-modal Instruction Tuned LLMs with Fine-grained Visual PerceptionCode1
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMCode1
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression SegmentationCode1
Human-centric Spatio-Temporal Video Grounding With Visual TransformersCode1
NS3D: Neuro-Symbolic Grounding of 3D Objects and RelationsCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Exploring Contextual Attribute Density in Referring Expression CountingCode1
Exploring Contextual Attribute Density in Referring Expression CountingCode1
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image SegmentationCode1
3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression SegmentationCode1
Graph-Structured Referring Expression Reasoning in The WildCode1
Image Segmentation Using Text and Image PromptsCode1
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEsCode1
RefEgo: Referring Expression Comprehension Dataset from First-Person Perception of Ego4DCode1
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression ComprehensionCode1
Improving Visual Grounding by Encouraging Consistent Gradient-based ExplanationsCode1
Referring Atomic Video Action RecognitionCode1
Layout-aware Dreamer for Embodied Referring Expression GroundingCode1
GSVA: Generalized Segmentation via Multimodal Large Language ModelsCode1
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM CollaborationCode1
Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring ExpressionCode1
A Fast and Accurate One-Stage Approach to Visual GroundingCode1
VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified