SOTAVerified

Segmentation

Papers

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Showing 3551–3575 of 13072 papers

TitleStatusHype
SpeHeatal: A Cluster-Enhanced Segmentation Method for Sperm Morphology AnalysisCode0
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs—0
MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort—0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
Text-promptable Propagation for Referring Medical Image Sequence Segmentation—0
SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image—0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint—0
Dynamic-Computed Tomography Angiography for Cerebral Vessel Templates and Segmentation—0
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Multimodal HIE Lesion Segmentation in Neonates: A Comparative Study of Loss Functions—0
DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images—0
Pixel-Level Reasoning Segmentation via Multi-turn ConversationsCode0
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT—0
Utilizing Pre-trained and Large Language Models for 10-K Items Segmentation—0
Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images—0
Towards Fine-grained Interactive Segmentation in Images and Videos—0
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random FieldCode0
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation—0
ERANet: Edge Replacement Augmentation for Semi-Supervised Meniscus Segmentation with Prototype Consistency Alignment and Conditional Self-Training—0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
Universal Vessel Segmentation for Multi-Modality Retinal Images—0
A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images—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