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 126–150 of 364 papers

TitleStatusHype
Beyond Object Categories: Multi-Attribute Reference Understanding for Visual Grounding—0
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing—0
Cognitive Disentanglement for Referring Multi-Object Tracking—0
Exploring Spatial Language Grounding Through Referring Expressions—0
Implicit Causality-biases in humans and LLMs as a tool for benchmarking LLM discourse capabilities—0
FLORA: Formal Language Model Enables Robust Training-free Zero-shot Object Referring Analysis—0
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks—0
Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension—0
Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding—0
DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension—0
Harlequin: Color-driven Generation of Synthetic Data for Referring Expression Comprehension—0
Instance-Aware Generalized Referring Expression Segmentation—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—0
SegLLM: Multi-round Reasoning Segmentation—0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal ModelsCode0
Grounding Language in Multi-Perspective Referential CommunicationCode0
Referring Expression Generation in Visually Grounded Dialogue with Discourse-aware Comprehension GuidingCode0
Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression—0
A Lightweight Modular Framework for Low-Cost Open-Vocabulary Object Detection TrainingCode0
Revisiting Multi-Modal LLM Evaluation—0
MaskInversion: Localized Embeddings via Optimization of Explainability Maps—0
Look Hear: Gaze Prediction for Speech-directed Human Attention—0
Learning Visual Grounding from Generative Vision and Language Model—0
The Solution for the 5th GCAIAC Zero-shot Referring Expression Comprehension Challenge—0
SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified