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 21–30 of 364 papers

TitleStatusHype
4th PVUW MeViS 3rd Place Report: Sa2VACode5
MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote SensingCode0
Beyond Object Categories: Multi-Attribute Reference Understanding for Visual Grounding—0
Exploring Contextual Attribute Density in Referring Expression CountingCode1
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing—0
Cognitive Disentanglement for Referring Multi-Object Tracking—0
GroundingSuite: Measuring Complex Multi-Granular Pixel GroundingCode2
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisCode1
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM CollaborationCode1
PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models?Code1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified