SOTAVerified

Segmentation

Papers

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Showing 3951–4000 of 13072 papers

TitleStatusHype
atTRACTive: Semi-automatic white matter tract segmentation using active learningCode0
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene SegmentationCode0
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New DomainsCode0
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRICode0
Learning Instance Segmentation by InteractionCode0
Learning to adapt class-specific features across domains for semantic segmentationCode0
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen SectionsCode0
DTU-Net: Learning Topological Similarity for Curvilinear Structure SegmentationCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT ScansCode0
Right Ventricular Segmentation from Short- and Long-Axis MRIs via Information TransitionCode0
Learning from Synthetic HumansCode0
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video SamplesCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet GuidanceCode0
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsCode0
Learning Dilation Factors for Semantic Segmentation of Street ScenesCode0
Learning Deconvolution Network for Semantic SegmentationCode0
Learning deep structured active contours end-to-endCode0
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationCode0
Attention Is All You Need for Chinese Word SegmentationCode0
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology SegmentationCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
ConvUNeXt: An efficient convolution neural network for medical image segmentationCode0
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human LifespanCode0
Blackbox Adaptation for Medical Image SegmentationCode0
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image SegmentationCode0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
Learning Aerial Image Segmentation from Online MapsCode0
Learning-based estimation of dielectric properties and tissue density in head models for personalized radio-frequency dosimetryCode0
Attention Guided Network for Retinal Image SegmentationCode0
Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic SegmentationCode0
LORCK: Learnable Object-Resembling Convolution KernelsCode0
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionCode0
Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency TransferCode0
Convolutional Oriented Boundaries: From Image Segmentation to High-Level TasksCode0
Convolutional Oriented BoundariesCode0
3D MRI brain tumor segmentation using autoencoder regularizationCode0
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesCode0
LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D ImagesCode0
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound ImagesCode0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor SegmentationCode0
Convolutional neural networks for low-resource morpheme segmentation: baseline or state-of-the-art?Code0
LATTE: Lattice ATTentive Encoding for Character-based Word SegmentationCode0
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic SegmentationCode0
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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