SOTAVerified

Segmentation

Papers

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Showing 11801–11850 of 13072 papers

TitleStatusHype
Unsupervised Object Segmentation by RedrawingCode0
aura-net : robust segmentation of phase-contrast microscopy images with few annotationsCode0
Fully Automatic Wound Segmentation with Deep Convolutional Neural NetworksCode0
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical InstrumentsCode0
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval ManuscriptsCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
Fully Convolutional Multi-Class Multiple Instance LearningCode0
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
A Unified View of Masked Image ModelingCode0
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image SegmentationCode0
Estimation and Analysis of Slice Propagation Uncertainty in 3D Anatomy SegmentationCode0
Fully Convolutional Networks for Semantic SegmentationCode0
Estimating Appearance Models for Image Segmentation via Tensor FactorizationCode0
Cost-Effective Active Learning for Melanoma SegmentationCode0
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsCode0
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion SegmentationCode0
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic SegmentationCode0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationCode0
AG-CUResNeSt: A Novel Method for Colon Polyp SegmentationCode0
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical KnowledgeCode0
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse LabelsCode0
LACFormer: Toward accurate and efficient polyp segmentationCode0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoCode0
3D-model ShapeNet Core Classification using Meta-Semantic LearningCode0
ConvUNeXt: An efficient convolution neural network for medical image segmentationCode0
LadderNet: Multi-path networks based on U-Net for medical image segmentationCode0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
LAMP: Large Deep Nets with Automated Model Parallelism for Image SegmentationCode0
Fusing RGBD Tracking and Segmentation Tree Sampling for Multi-Hypothesis Volumetric SegmentationCode0
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysisCode0
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance imagesCode0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomicsCode0
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image SegmentationCode0
ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic SegmentationCode0
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple ratersCode0
A Unified Query-based Paradigm for Camouflaged Instance SegmentationCode0
Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic SegmentationCode0
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature DecouplingCode0
Convolutional Oriented Boundaries: From Image Segmentation to High-Level TasksCode0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Language-Based Image Editing with Recurrent Attentive ModelsCode0
Convolutional Oriented BoundariesCode0
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesCode0
Convolutional neural networks for low-resource morpheme segmentation: baseline or state-of-the-art?Code0
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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