SOTAVerified

Referring Expression

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 364 papers

TitleStatusHype
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language ModelsCode1
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression ComprehensionCode1
Correspondence Matters for Video Referring Expression ComprehensionCode1
NS3D: Neuro-Symbolic Grounding of 3D Objects and RelationsCode1
GRIT: General Robust Image Task BenchmarkCode1
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image SegmentationCode1
OCID-Ref: A 3D Robotic Dataset with Embodied Language for Clutter Scene GroundingCode1
Airbert: In-domain Pretraining for Vision-and-Language NavigationCode1
Tune-An-Ellipse: CLIP Has Potential to Find What You WantCode1
Unifying Vision-and-Language Tasks via Text GenerationCode1
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMsCode1
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression GroundingCode1
Multi-modal Instruction Tuned LLMs with Fine-grained Visual PerceptionCode1
Modeling Context in Referring ExpressionsCode1
Multi-task Collaborative Network for Joint Referring Expression Comprehension and SegmentationCode1
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression ComprehensionCode1
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
March in Chat: Interactive Prompting for Remote Embodied Referring ExpressionCode1
Multi-task Visual Grounding with Coarse-to-Fine Consistency ConstraintsCode1
Discriminative Triad Matching and Reconstruction for Weakly Referring Expression GroundingCode1
Layout-aware Dreamer for Embodied Referring Expression GroundingCode1
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression ComprehensionCode1
MDETR -- Modulated Detection for End-to-End Multi-Modal UnderstandingCode1
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisCode1
Kosmos-2: Grounding Multimodal Large Language Models to the WorldCode1
Multi-branch Collaborative Learning Network for 3D Visual GroundingCode1
IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression SegmentationCode1
Graph-Structured Referring Expression Reasoning in The WildCode1
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM CollaborationCode1
Improving Visual Grounding by Encouraging Consistent Gradient-based ExplanationsCode1
Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement LearningCode1
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
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Image Segmentation Using Text and Image PromptsCode1
RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone ScenesCode1
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression ComprehensionCode1
3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression SegmentationCode1
Refer360^: A Referring Expression Recognition Dataset in 360^ ImagesCode1
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEsCode1
Human-centric Spatio-Temporal Video Grounding With Visual TransformersCode1
LAVT: Language-Aware Vision Transformer for Referring Image SegmentationCode1
NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic ReasoningCode1
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsCode1
Show:102550
← PrevPage 2 of 8Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified