SOTAVerified

Segmentation

Papers

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Showing 5901–5925 of 13072 papers

TitleStatusHype
Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging—0
Semi-Supervised Semantic Segmentation of Cell Nuclei via Diffusion-based Large-Scale Pre-Training and Collaborative Learning—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
AquaSAM: Underwater Image Foreground SegmentationCode0
Character-level NMT and language similarity—0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous LabelsCode0
Redesigning Out-of-Distribution Detection on 3D Medical Images—0
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia—0
Prototype Learning for Out-of-Distribution Polyp SegmentationCode0
Feature Decoupling-Recycling Network for Fast Interactive Segmentation—0
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network—0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)—0
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities—0
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNetCode0
Semi-supervised Learning for Segmentation of Bleeding Regions in Video Capsule Endoscopy—0
Deep Semantic Model Fusion for Ancient Agricultural Terrace DetectionCode0
Uncertainty Estimation and Propagation in Accelerated MRI ReconstructionCode0
Learning Referring Video Object Segmentation from Weak Annotation—0
On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation—0
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Dynamic Token-Pass Transformers for Semantic Segmentation—0
BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout—0
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—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