SOTAVerified

Segmentation

Papers

Showing 52015250 of 13072 papers

TitleStatusHype
Efficient Segmentation: Learning Downsampling Near Semantic BoundariesCode0
A new eye segmentation method based on improved U2Net in TCM eye diagnosisCode0
Heart Segmentation From MRI Scans Using Convolutional Neural NetworkCode0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image AnalysisCode0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation ModelsCode0
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
Hard Pixel Mining for Depth Privileged Semantic SegmentationCode0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion SegmentationCode0
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image SegmentationCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR SequencesCode0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
Hand Segmentation for Hand-Object Interaction from Depth mapCode0
HFT: High Frequency Tokens for Low-Resource NMTCode0
GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on VideoCode0
A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papersCode0
gSLICr: SLIC superpixels at over 250HzCode0
Boundary Loss for Remote Sensing Imagery Semantic SegmentationCode0
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm SegmentationCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Guided Machine Learning for power grid segmentationCode0
Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural NetworkCode0
Difference of Anisotropic and Isotropic TV for Segmentation under Blur and Poisson NoiseCode0
A New Approach for Segmentation and Quantification of Cells or NanoparticlesCode0
Efficient, high-performance pancreatic segmentation using multi-scale feature extractionCode0
Efficient Hierarchical Graph-Based Segmentation of RGBD VideosCode0
A New Approach for Evaluating and Improving the Performance of Segmentation Algorithms on Hard-to-Detect Blood VesselsCode0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
GraphSeg: Segmented 3D Representations via Graph Edge Addition and ContractionCode0
Gray Matter Segmentation in Ultra High Resolution 7 Tesla ex vivo T2w MRI of Human Brain HemispheresCode0
A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s AlphaCode0
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic SegmentationCode0
Grape detection, segmentation and tracking using deep neural networks and three-dimensional associationCode0
Gramian Attention Heads are Strong yet Efficient Vision LearnersCode0
Graph Attention Convolution for Point Cloud Semantic SegmentationCode0
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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