SOTAVerified

Segmentation

Papers

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Showing 3801–3850 of 13072 papers

TitleStatusHype
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Category Feature Transformer for Semantic SegmentationCode0
SegMatch: A semi-supervised learning method for surgical instrument segmentation—0
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores—0
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation—0
Scene-Generalizable Interactive Segmentation of Radiance Fields—0
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors—0
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation—0
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation—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
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging—0
Unsupervised Camouflaged Object Segmentation as Domain AdaptationCode1
Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours MapsCode1
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic SegmentationCode1
AquaSAM: Underwater Image Foreground SegmentationCode0
Character-level NMT and language similarity—0
Redesigning Out-of-Distribution Detection on 3D Medical Images—0
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous LabelsCode0
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Prototype Learning for Out-of-Distribution Polyp SegmentationCode0
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia—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
Feature Decoupling-Recycling Network for Fast Interactive Segmentation—0
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided EnhancementCode1
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
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)—0
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic SegmentationCode1
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion DelineationCode1
Semi-supervised Learning for Segmentation of Bleeding Regions in Video Capsule Endoscopy—0
Uncertainty Estimation and Propagation in Accelerated MRI ReconstructionCode0
On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation—0
Deep Semantic Model Fusion for Ancient Agricultural Terrace DetectionCode0
Learning Referring Video Object Segmentation from Weak Annotation—0
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and SegmentationCode1
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation—0
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis—0
BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout—0
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain ImagesCode1
Dynamic Token-Pass Transformers for Semantic Segmentation—0
CartiMorph: a framework for automated knee articular cartilage morphometricsCode1
UGainS: Uncertainty Guided Anomaly Instance SegmentationCode1
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological ImagesCode1
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware AlignmentCode1
Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation—0
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation—0
Synthetic Instance Segmentation from Semantic Image Segmentation MasksCode1
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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