SOTAVerified

Segmentation

Papers

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Showing 7701–7725 of 13072 papers

TitleStatusHype
A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning—0
A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge—0
Boundary Corrected Multi-scale Fusion Network for Real-time Semantic Segmentation—0
A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation—0
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionCode0
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation—0
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework—0
LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation—0
Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio—0
Application of DatasetGAN in medical imaging: preliminary studies—0
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component—0
Point Label Aware Superpixels for Multi-species Segmentation of Underwater Imagery—0
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment—0
Continuous Human Action Recognition for Human-Machine Interaction: A Review—0
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow—0
Confidence Calibration for Object Detection and Segmentation—0
ciscNet -- A Single-Branch Cell Instance Segmentation and Classification Network—0
Data variation-aware medical image segmentation—0
SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition ImagesCode0
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge—0
Speech segmentation using multilevel hybrid filters—0
Fully Self-Supervised Learning for Semantic Segmentation—0
A novel unsupervised covid lung lesion segmentation based on the lung tissue identification—0
Nuclei panoptic segmentation and composition regression with multi-task deep neural networks—0
Mixed-Block Neural Architecture Search for Medical Image Segmentation—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