SOTAVerified

Segmentation

Papers

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Showing 5251–5300 of 13072 papers

TitleStatusHype
Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images—0
Delving into Transformer for Incremental Semantic Segmentation—0
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification—0
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesCode1
Bayesian Optimization of 2D Echocardiography Segmentation—0
Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation MasksCode0
DeepVoxNet2: Yet another CNN frameworkCode1
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation—0
Convolutional neural networks for medical image segmentation—0
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion ModuleCode1
SWIN-SFTNet : Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation—0
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation—0
Prompt Tuning for Parameter-efficient Medical Image SegmentationCode1
Interclass Prototype Relation for Few-Shot Segmentation—0
Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation—0
Robust Online Video Instance Segmentation with Track QueriesCode0
Spatially Exclusive Pasting: A General Data Augmentation for the Polyp Segmentation—0
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation—0
DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans—0
Feedback Chain Network For Hippocampus Segmentation—0
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing ImageCode1
Encoding feature supervised UNet++: Redesigning Supervision for liver and tumor segmentation—0
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT—0
Learning Latent Part-Whole Hierarchies for Point Clouds—0
Multi-center anatomical segmentation with heterogeneous labels via landmark-based modelsCode1
Seeded iterative clustering for histology region identificationCode0
EVA: Exploring the Limits of Masked Visual Representation Learning at ScaleCode0
MR-NOM: Multi-scale Resolution of Neuronal cells in Nissl-stained histological slices via deliberate Over-segmentation and Merging—0
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview—0
Learning from partially labeled data for multi-organ and tumor segmentationCode1
Using Hand Pose Estimation To Automate Open Surgery Training FeedbackCode0
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise BinarizationCode0
Variational Augmentation for Enhancing Historical Document Image BinarizationCode0
MAPPING: Model Average with Post-processing for Stroke Lesion SegmentationCode1
Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI—0
A Benchmark for Out of Distribution Detection in Point Cloud 3D Semantic Segmentation—0
Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CTCode0
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks—0
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification—0
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable PartsCode1
OneFormer: One Transformer to Rule Universal Image SegmentationCode3
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19Code1
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation—0
Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck CancerCode1
High-Quality Entity SegmentationCode0
Experimental analysis regarding the influence of iris segmentation on the recognition rate—0
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models—0
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosisCode0
A kinetic approach to consensus-based segmentation of biomedical images—0
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks—0
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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