SOTAVerified

Segmentation

Papers

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Showing 5851–5900 of 13072 papers

TitleStatusHype
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot SegmentationCode1
Segmenting white matter hyperintensities on isotropic three-dimensional Fluid Attenuated Inversion Recovery magnetic resonance images: Assessing deep learning tools on norwegian imaging database—0
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding—0
CACTUSS: Common Anatomical CT-US Space for US examinationsCode0
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image SegmentationCode1
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation—0
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT ImagesCode0
Learning Quality-aware Dynamic Memory for Video Object SegmentationCode1
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoCode0
Multi-Object Tracking and Segmentation via Neural Message PassingCode1
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes—0
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation—0
Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand—0
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic SegmentationCode1
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder ModelingCode1
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelCode3
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology ImagesCode0
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision—0
Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty QuantificationCode0
ACLNet: An Attention and Clustering-based Cloud Segmentation NetworkCode1
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy—0
PointNorm: Dual Normalization is All You Need for Point Cloud AnalysisCode1
3D Concept Grounding on Neural Fields—0
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation—0
Online Video Instance Segmentation via Robust Context Fusion—0
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategiesCode0
VertXNet: Automatic Segmentation and Identification of Lumbar and Cervical Vertebrae from Spinal X-ray Images—0
Normalized Feature Distillation for Semantic Segmentation—0
PseudoClick: Interactive Image Segmentation with Click Imitation—0
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion—0
A Waste Copper Granules Rating System Based on Machine Vision—0
Audio-Visual SegmentationCode2
Personalizing Federated Medical Image Segmentation via Local CalibrationCode1
Unsupervised Semantic Segmentation with Self-supervised Object-centric RepresentationsCode1
Self-attention on Multi-Shifted Windows for Scene SegmentationCode0
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation—0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Efficient Multi-Task RGB-D Scene Analysis for Indoor EnvironmentsCode1
SHDM-NET: Heat Map Detail Guidance with Image Matting for Industrial Weld Semantic Segmentation Network—0
Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus ImagesCode1
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation—0
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera—0
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationCode0
Domain Adaptive Video Segmentation via Temporal Pseudo SupervisionCode1
Unsupervised Domain Adaptation through Shape Modeling for Medical Image SegmentationCode1
Lightweight Encoder-Decoder Architecture for Foot Ulcer Segmentation—0
Multi-Contrast MRI Segmentation Trained on Synthetic 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