SOTAVerified

Segmentation

Papers

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Showing 6751–6800 of 13072 papers

TitleStatusHype
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Learning to Boost Filamentary Structure Segmentation—0
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention—0
Learning to decompose for object detection and instance segmentation—0
A Label-Free High-Precision Residual Moveout Picking Method for Travel Time Tomography based on Deep Learning—0
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects—0
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation—0
Is SAM 2 Better than SAM in Medical Image Segmentation?—0
Automated MRI based pipeline for glioma segmentation and prediction of grade, IDH mutation and 1p19q co-deletion—0
Isointense infant brain MRI segmentation with a dilated convolutional neural network—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
Cutting-Splicing data augmentation: A novel technology for medical image segmentation—0
Automated Mouse Organ Segmentation: A Deep Learning Based Solution—0
Learning to Group and Label Fine-Grained Shape Components—0
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation—0
A label-free and data-free training strategy for vasculature segmentation in serial sectioning OCT data—0
Learning to Learn Unlearned Feature for Brain Tumor Segmentation—0
Learning to Optimally Segment Point Clouds—0
Cutting out the middleman: measuring nuclear area in histopathology slides without segmentation—0
Learning to Predict Context-adaptive Convolution for Semantic Segmentation—0
Learning to Prompt Segment Anything Models—0
Learning to Propose Objects—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
iShape: A First Step Towards Irregular Shape Instance Segmentation—0
Automated Measurements of Key Morphological Features of Human Embryos for IVF—0
iSegMan: Interactive Segment-and-Manipulate 3D Gaussians—0
iSeg: Interactive 3D Segmentation via Interactive Attention—0
Learning to Segment Anatomical Structures Accurately from One Exemplar—0
iSeg3D: An Interactive 3D Shape Segmentation Tool—0
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data—0
Automated Mammogram Analysis with a Deep Learning Pipeline—0
A Labeled Array Distance Metric for Measuring Image Segmentation Quality—0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images—0
Learning to segment from misaligned and partial labels—0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
Learning to segment from object sizes—0
ISEC: Iterative over-Segmentation via Edge Clustering—0
Cut out the annotator, keep the cutout: better segmentation with weak supervision—0
Learning to segment images with classification labels—0
Deep learning for image segmentation: veritable or overhyped?—0
Learning to Segment Instances in Videos with Spatial Propagation Network—0
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
Learning to Segment Moving Objects in Videos—0
Automated lung segmentation from CT images of normal and COVID-19 pneumonia patients—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Task-Specific Adaptation of Segmentation Foundation Model via Prompt Learning—0
Ischemic Stroke Lesion Segmentation Using Adversarial Learning—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