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 11–20 of 364 papers

TitleStatusHype
Improving Contrastive Learning for Referring Expression CountingCode0
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model—0
WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and SegmentationCode0
RemoteSAM: Towards Segment Anything for Earth ObservationCode3
Learning to Reason and Navigate: Parameter Efficient Action Planning with Large Language Models—0
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation—0
Vision-Language Models Are Not Pragmatically Competent in Referring Expression GenerationCode0
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation—0
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation—0
Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target GranularitiesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified