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 1–50 of 364 papers

TitleStatusHype
4th PVUW MeViS 3rd Place Report: Sa2VACode5
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object DetectionCode5
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4VCode4
PSALM: Pixelwise SegmentAtion with Large Multi-Modal ModelCode3
RemoteSAM: Towards Segment Anything for Earth ObservationCode3
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything ModelCode3
Universal Instance Perception as Object Discovery and RetrievalCode3
Towards Visual Grounding: A SurveyCode3
MDETR - Modulated Detection for End-to-End Multi-Modal UnderstandingCode2
Elysium: Exploring Object-level Perception in Videos via MLLMCode2
GLaMM: Pixel Grounding Large Multimodal ModelCode2
GREC: Generalized Referring Expression ComprehensionCode2
GRES: Generalized Referring Expression SegmentationCode2
F-LMM: Grounding Frozen Large Multimodal ModelsCode2
Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal ModelsCode2
NExT-Chat: An LMM for Chat, Detection and SegmentationCode2
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression SegmentationCode2
Text4Seg: Reimagining Image Segmentation as Text GenerationCode2
Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression SegmentationCode2
Decoupling Static and Hierarchical Motion Perception for Referring Video SegmentationCode2
GroundingSuite: Measuring Complex Multi-Granular Pixel GroundingCode2
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text ModelsCode2
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression ComprehensionCode1
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
March in Chat: Interactive Prompting for Remote Embodied Referring ExpressionCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
A Unified Framework for 3D Point Cloud Visual GroundingCode1
Airbert: In-domain Pretraining for Vision-and-Language NavigationCode1
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression ComprehensionCode1
Kosmos-2: Grounding Multimodal Large Language Models to the WorldCode1
LAVT: Language-Aware Vision Transformer for Referring Image SegmentationCode1
Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement LearningCode1
IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression SegmentationCode1
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisCode1
Layout-aware Dreamer for Embodied Referring Expression GroundingCode1
MDETR -- Modulated Detection for End-to-End Multi-Modal UnderstandingCode1
GSVA: Generalized Segmentation via Multimodal Large Language ModelsCode1
GRIT: General Robust Image Task BenchmarkCode1
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression SegmentationCode1
An Open and Comprehensive Pipeline for Unified Object Grounding and DetectionCode1
Colors in Context: A Pragmatic Neural Model for Grounded Language UnderstandingCode1
Advancing Referring Expression Segmentation Beyond Single ImageCode1
Graph-Structured Referring Expression Reasoning in The WildCode1
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image SegmentationCode1
Human-centric Spatio-Temporal Video Grounding With Visual TransformersCode1
A Recurrent Vision-and-Language BERT for NavigationCode1
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image SegmentationCode1
A Fast and Accurate One-Stage Approach to Visual GroundingCode1
Exploring Contextual Attribute Density in Referring Expression CountingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified