SOTAVerified

Segmentation

Papers

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Showing 6501–6550 of 13072 papers

TitleStatusHype
Keep It Accurate and Robust: An Enhanced Nuclei Analysis FrameworkCode0
Cellular Segmentation and Composition in Routine Histology Images using Deep Learning—0
A Deep Learning Framework for Nuclear Segmentation and Classification in Histopathological Images—0
A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation—0
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT ImagesCode1
Learning Incrementally to Segment Multiple Organs in a CT Image—0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision—0
Universal Segmentation of 33 Anatomies—0
Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis—0
Panoptic segmentation with highly imbalanced semantic labels—0
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box AnnotationsCode0
Quality or Quantity: Toward a Unified Approach for Multi-organ Segmentation in Body CT—0
Revisiting Click-based Interactive Video Object SegmentationCode0
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble SupervisionCode1
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationCode1
Self-supervised Transparent Liquid Segmentation for Robotic PouringCode1
HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object InteractionCode1
Constrained unsupervised anomaly segmentationCode1
SegTAD: Precise Temporal Action Detection via Semantic Segmentation—0
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification—0
SoftGroup for 3D Instance Segmentation on Point CloudsCode2
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
Nuclei instance segmentation and classification in histopathology images with StarDistCode3
Efficient Video Instance Segmentation via Tracklet Query and Proposal—0
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no RetrainingCode0
Contextual Attention Network: Transformer Meets U-NetCode1
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI—0
Improving Lidar-Based Semantic Segmentation of Top-View Grid Maps by Learning Features in Complementary Representations—0
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation—0
An attention-based U-Net for detecting deforestation within satellite sensor imageryCode1
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea DetectionCode1
A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning—0
Separable-HoverNet and Instance-YOLO for Colon Nuclei Identification and Counting—0
A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge—0
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingCode0
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
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and BenchmarkCode2
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework—0
Resolving label uncertainty with implicit posterior modelsCode1
LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation—0
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation—0
Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio—0
Meta-RangeSeg: LiDAR Sequence Semantic Segmentation Using Multiple Feature AggregationCode1
Point Label Aware Superpixels for Multi-species Segmentation of Underwater Imagery—0
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component—0
Application of DatasetGAN in medical imaging: preliminary studies—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
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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