SOTAVerified

Segmentation

Papers

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Showing 3401–3450 of 13072 papers

TitleStatusHype
Optimization of MedSAM model based on bounding box adaptive perturbation algorithm—0
Show and Segment: Universal Medical Image Segmentation via In-Context Learning—0
GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain—0
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation—0
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery VideosCode0
ZECO: ZeroFusion Guided 3D MRI Conditional GenerationCode0
Cost-Sensitive Learning for Long-Tailed Temporal Action SegmentationCode0
Tuning-Free Amodal Segmentation via the Occlusion-Free Bias of Inpainting Models—0
Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging—0
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes—0
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging—0
MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation—0
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation—0
Topology preserving Image segmentation using the iterative convolution-thresholding method—0
Multi-modality Anomaly Segmentation on the RoadCode0
MM-UNet: Meta Mamba UNet for Medical Image Segmentation—0
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation—0
GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud SegmentationCode0
Center-guided Classifier for Semantic Segmentation of Remote Sensing Images—0
Downstream Analysis of Foundational Medical Vision Models for Disease Progression—0
Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation—0
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes—0
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency RelearningCode0
SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints—0
USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network—0
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory NetworksCode0
Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning—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
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
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts—0
A Revisit to the Decoder for Camouflaged Object Detection—0
Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering—0
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion Constraint—0
3D Hierarchical Panoptic Segmentation in Real Orchard Environments Across Different SensorsCode0
SAM2 for Image and Video Segmentation: A Comprehensive Survey—0
Segment Any-Quality Images with Generative Latent Space Enhancement—0
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows—0
Point Cloud Based Scene Segmentation: A Survey—0
E-SAM: Training-Free Segment Every Entity Model—0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-TuningCode0
Multimodal-Aware Fusion Network for Referring Remote Sensing Image SegmentationCode0
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit TargetsCode0
EgoSplat: Open-Vocabulary Egocentric Scene Understanding with Language Embedded 3D Gaussian Splatting—0
Deep Learning-Based Direct Leaf Area Estimation using Two RGBD Datasets for Model Development—0
Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans—0
The Power of One: A Single Example is All it Takes for Segmentation in VLMs—0
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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