SOTAVerified

Segmentation

Papers

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Showing 4851–4900 of 13072 papers

TitleStatusHype
A Bibliography of Multiple Sclerosis Lesions Detection Methods using Brain MRIs—0
Domain Agnostic Pipeline for Retina Vessel SegmentationCode0
Model Doctor for Diagnosing and Treating Segmentation ErrorCode0
Few-shot 3D LiDAR Semantic Segmentation for Autonomous Driving—0
Short-term and long-term memory self-attention network for segmentation of tumours in 3D medical images—0
Automated Lesion Segmentation in Whole-Body FDG-PET/CT with Multi-modality Deep Neural Networks—0
Unsupervised Domain Adaptation for MRI Volume Segmentation and Classification Using Image-to-Image Translation—0
TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation—0
Navya3DSeg -- Navya 3D Semantic Segmentation Dataset & split generation for autonomous vehicles—0
Edge-weighted pFISTA-Net for MRI Reconstruction—0
Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label—0
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline—0
PolyFormer: Referring Image Segmentation as Sequential Polygon GenerationCode1
The Sum of Its Parts: Visual Part Segmentation for Inertial Parameter Identification of Manipulated ObjectsCode1
PUPS: Point Cloud Unified Panoptic Segmentation—0
Semantic Image Segmentation: Two Decades of Research—0
Detection and Segmentation of Pancreas using Morphological Snakes and Deep Convolutional Neural Networks—0
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
Contour-based Interactive Segmentation—0
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget—0
Learning-Based Defect Recognitions for Autonomous UAV InspectionsCode2
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents—0
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
A Deep Learning-based Global and Segmentation-based Semantic Feature Fusion Approach for Indoor Scene Classification—0
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Multi-class Brain Tumor Segmentation using Graph Attention Network—0
The Neural Networks Based Needle Detection for Medical Retinal Surgery—0
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion SegmentationCode0
Lithium Metal Battery Quality Control via Transformer-CNN Segmentation—0
Optimized Hybrid Focal Margin Loss for Crack Segmentation—0
Liver Segmentation in Time-resolved C-arm CT Volumes Reconstructed from Dynamic Perfusion Scans using Time Separation Technique—0
Weakly Supervised Human Skin Segmentation using Guidance Attention Mechanisms—0
An Efficient Instance Segmentation Approach for Extracting Fission Gas Bubbles on U-10Zr Annular Fuel—0
The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons—0
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation—0
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images—0
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation—0
Best Practices in Active Learning for Semantic Segmentation—0
Multi-Modal Evaluation Approach for Medical Image Segmentation—0
Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot InteractionCode1
3D Vessel Segmentation with Limited Guidance of 2D Structure-agnostic Vessel Annotations—0
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants—0
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation—0
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation—0
VertXNet: An Ensemble Method for Vertebrae Segmentation and Identification of Spinal X-Ray—0
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataCode1
Top-Down Beats Bottom-Up in 3D Instance SegmentationCode0
AMD-HookNet for Glacier Front SegmentationCode0
1st Place Solution for PSG competition with ECCV'22 SenseHuman WorkshopCode2
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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