SOTAVerified

Segmentation

Papers

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Showing 251–300 of 13072 papers

TitleStatusHype
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
Sim2Real in endoscopy segmentation with a novel structure aware image translationCode0
Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge—0
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion ModelsCode1
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery—0
Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Segment Any RGB-Thermal Model with Language-aided Distillation—0
UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation—0
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes—0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR ImagesCode0
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation—0
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging—0
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord—0
Fine-grained spatial-temporal perception for gas leak segmentationCode0
AI-Driven Segmentation and Analysis of Microbial Cells—0
SAM4EM: Efficient memory-based two stage prompt-free segment anything model adapter for complex 3D neuroscience electron microscopy stacksCode0
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection—0
Real Time Semantic Segmentation of High Resolution Automotive LiDAR ScansCode1
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing ImageryCode0
RadSAM: Segmenting 3D radiological images with a 2D promptable model—0
SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation—0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation—0
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed Tomography—0
Nearly isotropic segmentation for medial temporal lobe subregions in multi-modality MRI—0
Iterative Event-based Motion Segmentation by Variational Contrast MaximizationCode0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation—0
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization—0
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar BeetsCode1
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory—0
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation—0
Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg—0
WMKA-Net: A Weighted Multi-Kernel Attention NetworkMethod for Retinal Vessel Segmentation—0
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art—0
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation—0
Lightweight Road Environment Segmentation using Vector Quantization—0
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection—0
Segregation and Context Aggregation Network for Real-time Cloud Segmentation—0
Occlusion-Ordered Semantic Instance Segmentation—0
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion EnhancementCode0
Learning from Noisy Pseudo-labels for All-Weather Land Cover MappingCode1
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence MatchingCode0
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation—0
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling AttentionCode0
Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt GenerationCode0
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning—0
Contour Field based Elliptical Shape Prior for the Segment Anything Model—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