SOTAVerified

Segmentation

Papers

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Showing 10101–10150 of 13072 papers

TitleStatusHype
D3S -- A Discriminative Single Shot Segmentation TrackerCode0
Object-Guided Instance Segmentation for Biological Images—0
Hierarchical Attention Networks for Medical Image Segmentation—0
LNDb: A Lung Nodule Database on Computed Tomography—0
On the Impact of Object and Sub-component Level Segmentation Strategies for Supervised Anomaly Detection within X-ray Security Imagery—0
Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction—0
Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction—0
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation ApproachCode0
Weak Supervision for Generating Pixel-Level Annotations in Scene Text Segmentation—0
Signal Clustering with Class-independent Segmentation—0
SOGNet: Scene Overlap Graph Network for Panoptic SegmentationCode0
Automated Human Claustrum Segmentation using Deep Learning Technologies—0
Automatic Image Co-Segmentation: A Survey—0
Oriented Boxes for Accurate Instance Segmentation—0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Learning with Hierarchical Complement Objective—0
Kvasir-SEG: A Segmented Polyp DatasetCode0
Give me (un)certainty -- An exploration of parameters that affect segmentation uncertainty—0
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module—0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
Cost-efficient segmentation of electron microscopy images using active learning—0
Location-aware Upsampling for Semantic SegmentationCode0
Morphological Segmentation Inside-Out—0
Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning—0
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation MapsCode0
Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision—0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision—0
Deep learning for cardiac image segmentation: A review—0
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding—0
Investigations of the Influences of a CNN's Receptive Field on Segmentation of Subnuclei of Bilateral Amygdalae—0
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications—0
Optimization with soft Dice can lead to a volumetric bias—0
What Do We Really Need? Degenerating U-Net on Retinal Vessel Segmentation—0
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent EmbeddingsCode0
Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation—0
Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation ProblemCode0
A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation—0
GAN-enhanced Conditional Echocardiogram GenerationCode0
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & PracticeCode0
Learning-based estimation of dielectric properties and tissue density in head models for personalized radio-frequency dosimetryCode0
Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations—0
Self-Supervised Difference Detection for Weakly-Supervised Semantic SegmentationCode0
Technical Report: Co-learning of geometry and semantics for online 3D mapping—0
PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei SegmentationCode0
Leveraging Pretrained Image Classifiers for Language-Based Segmentation—0
Towards Learning Structure via Consensus for Face Segmentation and ParsingCode0
Gland Segmentation in Histopathological Images by Deep Neural Network—0
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation—0
Automated Inline Analysis of Myocardial Perfusion MRI with Deep 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