SOTAVerified

Segmentation

Papers

Showing 93019350 of 13072 papers

TitleStatusHype
Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processingCode1
On Mutual Information in Contrastive Learning for Visual Representations0
Multi-task deep learning for image segmentation using recursive approximation tasks0
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation ProblemsCode0
Automated MRI based pipeline for glioma segmentation and prediction of grade, IDH mutation and 1p19q co-deletion0
SegAttnGAN: Text to Image Generation with Segmentation Attention0
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans0
Egocentric Human Segmentation for Mixed Reality0
Real-time Semantic Segmentation via Spatial-detail Guided Context PropagationCode1
Improving Segmentation for Technical Support ProblemsCode0
Bat Optimized Watershed based Segmentation of Lamina Cribrosa0
Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation0
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation0
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis0
Panoptic Instance Segmentation on Pigs0
Unsupervised segmentation via semantic-apparent feature fusion0
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation0
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation0
AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018Code1
Label Efficient Visual Abstractions for Autonomous DrivingCode2
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review0
On Evaluating Weakly Supervised Action Segmentation Methods0
hidden markov random fields and cuckoo search method for medical image segmentation0
Self-supervised Transfer Learning for Instance Segmentation through Physical InteractionCode0
Webpage Segmentation for Extracting Images and Their Surrounding Contextual Information0
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation0
Identification/Segmentation of Indian Regional Languages with Singular Value Decomposition based Feature Embedding0
Review on Computer Vision in Gastric Cancer: Potential Efficient Tools for Diagnosis0
Single-Stage Semantic Segmentation from Image LabelsCode1
Guided interactive image segmentation using machine learning and color based data set clustering0
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation0
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling0
Global context reasoning for semantic segmentation of 3d point clouds0
HistNet: Histopathology Segmentation Using Context Aggregation0
DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing ImagesCode1
Reinforced Coloring for End-to-End Instance Segmentation0
Taskology: Utilizing Task Relations at Scale0
Sanskrit Segmentation Revisited0
Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level AligningCode1
Towards segmentation and spatial alignment of the human embryonic brain using deep learning for atlas-based registrationCode0
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance ImagingCode1
Detector-SegMentor Network for Skin Lesion Localization and Segmentation0
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old LabelsCode1
Stillleben: Realistic Scene Synthesis for Deep Learning in RoboticsCode1
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing0
Segmenting Scientific Abstracts into Discourse Categories: A Deep Learning-Based Approach for Sparse Labeled DataCode0
Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain AdaptationCode0
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
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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