SOTAVerified

Segmentation

Papers

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Showing 451–500 of 13072 papers

TitleStatusHype
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency RelearningCode0
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory NetworksCode0
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes—0
SemanticFlow: A Self-Supervised Framework for Joint Scene Flow Prediction and Instance Segmentation in Dynamic Environments—0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic SegmentationCode0
Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian SplattingCode2
RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT—0
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering—0
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image SegmentationCode1
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts—0
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning SegmentationCode1
A Revisit to the Decoder for Camouflaged Object Detection—0
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal ModelCode2
TriLiteNet: Lightweight Model for Multi-Task Visual PerceptionCode1
SAM2 for Image and Video Segmentation: A Comprehensive Survey—0
3D Hierarchical Panoptic Segmentation in Real Orchard Environments Across Different SensorsCode0
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion Constraint—0
Segment Any-Quality Images with Generative Latent Space Enhancement—0
Point Cloud Based Scene Segmentation: A Survey—0
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows—0
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving ObjectCode2
E-SAM: Training-Free Segment Every Entity Model—0
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-TuningCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
EgoSplat: Open-Vocabulary Egocentric Scene Understanding with Language Embedded 3D Gaussian Splatting—0
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR DataCode1
Multimodal-Aware Fusion Network for Referring Remote Sensing Image SegmentationCode0
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the LunarCode1
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit TargetsCode0
The Power of One: A Single Example is All it Takes for Segmentation in VLMs—0
Using Context to Improve Word Segmentation—0
Eye on the Target: Eye Tracking Meets Rodent Tracking—0
Category Prompt Mamba Network for Nuclei Segmentation and Classification—0
Deep Learning-Based Direct Leaf Area Estimation using Two RGBD Datasets for Model Development—0
Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA—0
Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans—0
Foundation X: Integrating Classification, Localization, and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray AnalysisCode0
Knowledge Consultation for Semi-Supervised Semantic Segmentation—0
Investigation of Frame Differences as Motion Cues for Video Object Segmentation—0
SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery—0
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image SegmentationCode0
Evaluation of state-of-the-art deep learning models in the segmentation of the heart ventricles in parasternal short-axis echocardiograms—0
Mono2D: A Trainable Monogenic Layer for Robust Knee Cartilage Segmentation on Out-of-Distribution 2D Ultrasound Data—0
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator TrajectoriesCode2
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator TrajectoriesCode2
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation—0
nnInteractive: Redefining 3D Promptable SegmentationCode3
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified