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 1–25 of 364 papers

TitleStatusHype
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object DetectionCode5
4th PVUW MeViS 3rd Place Report: Sa2VACode5
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4VCode4
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything ModelCode3
Towards Visual Grounding: A SurveyCode3
RemoteSAM: Towards Segment Anything for Earth ObservationCode3
PSALM: Pixelwise SegmentAtion with Large Multi-Modal ModelCode3
Universal Instance Perception as Object Discovery and RetrievalCode3
Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression SegmentationCode2
F-LMM: Grounding Frozen Large Multimodal ModelsCode2
Text4Seg: Reimagining Image Segmentation as Text GenerationCode2
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text 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
GRES: Generalized Referring Expression SegmentationCode2
GroundingSuite: Measuring Complex Multi-Granular Pixel GroundingCode2
GLaMM: Pixel Grounding Large Multimodal ModelCode2
Elysium: Exploring Object-level Perception in Videos via MLLMCode2
Decoupling Static and Hierarchical Motion Perception for Referring Video SegmentationCode2
GREC: Generalized Referring Expression ComprehensionCode2
MDETR - Modulated Detection for End-to-End Multi-Modal UnderstandingCode2
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image SegmentationCode1
Airbert: In-domain Pretraining for Vision-and-Language NavigationCode1
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression ComprehensionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RandomAcc@0.5m14.6—Unverified