SOTAVerified

Segmentation

Papers

Showing 62016250 of 13072 papers

TitleStatusHype
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion0
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline0
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation0
DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition0
Deep Interactive Region Segmentation and Captioning0
Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network0
AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation0
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network0
Deep Instance Segmentation with Automotive Radar Detection Points0
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns0
Action parsing using context features0
3D Segmentation of Humans in Point Clouds with Synthetic Data0
DeepHIPS: A novel Deep Learning based Hippocampus Subfield Segmentation method0
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method0
Deep Hierarchical Parsing for Semantic Segmentation0
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks0
A margin-based replacement for cross-entropy loss0
Deep Grouping Model for Unified Perceptual Parsing0
Deep GrabCut for Object Selection0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans0
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification0
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation0
Deep Geodesic Learning for Segmentation and Anatomical Landmarking0
Deep generative model-driven multimodal prostate segmentation in radiotherapy0
Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation0
Deep Generative Adversarial Network for Occlusion Removal from a Single Image0
Automatic lesion boundary detection in dermoscopy0
Deep Gaussian Processes for Few-Shot Segmentation0
Deep FusionNet for Point Cloud Semantic Segmentation0
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting0
A CT-Based Airway Segmentation Using U^2-net Trained by the Dice Loss Function0
3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies0
VINCIE: Unlocking In-context Image Editing from Video0
1st Place Solution for YouTubeVOS Challenge 2021:Video Instance Segmentation0
Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization0
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation0
DeepFH Segmentations for Superpixel-based Object Proposal Refinement0
Deep feature transfer between localization and segmentation tasks0
Deep feature selection-and-fusion for RGB-D semantic segmentation0
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks0
Alpha Matte Generation from Single Input for Portrait Matting0
Deepfake Image Generation for Improved Brain Tumor Segmentation0
Automatic Image Labelling at Pixel Level0
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy0
DeeperLab: Single-Shot Image Parser0
Deep ensembles in bioimage segmentation0
Automatic Image Co-Segmentation: A Survey0
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified