SOTAVerified

Segmentation

Papers

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Showing 551–600 of 13072 papers

TitleStatusHype
A comprehensive and reliable protocol for manual segmentation of the human claustrum using high-resolution MRI—0
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in StructuresCode3
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language InterfaceCode3
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment—0
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation—0
OnlineAnySeg: Online Zero-Shot 3D Segmentation by Visual Foundation Model Guided 2D Mask Merging—0
Training-Free Dataset Pruning for Instance SegmentationCode0
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation ModelCode1
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations—0
Ranking pre-trained segmentation models for zero-shot transferability—0
SegImgNet: Segmentation-Guided Dual-Branch Network for Retinal Disease DiagnosesCode0
Segmenting Bi-Atrial Structures Using ResNext Based Framework—0
Boundary-Emphasized Weight Maps for Distal Airway Segmentation—0
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction—0
CONSeg: Voxelwise Glioma Conformal Segmentation—0
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation ModelsCode2
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image SegmentationCode0
3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds—0
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality LossesCode0
Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas—0
Generative augmentations for improved cardiac ultrasound segmentation using diffusion modelsCode1
Open-Vocabulary Semantic Part Segmentation of 3D Human—0
Test-Time Modality Generalization for Medical Image Segmentation—0
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event—0
Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis—0
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics—0
Evaluating the Suitability of Different Intraoral Scan Resolutions for Deep Learning-Based Tooth Segmentation—0
Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models—0
VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with AtrousLoRACode1
Monitoring snow avalanches from SAR data with deep learning—0
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
A Comparative Tutorial of the Histogram-based Image Segmentation Methods—0
A Reverse Mamba Attention Network for Pathological Liver SegmentationCode1
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image SegmentationCode1
Audio Visual Segmentation Through Text EmbeddingsCode0
Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field—0
Clinical Inspired MRI Lesion Segmentation—0
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction—0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks—0
Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image SynthesisCode1
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRICode0
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation—0
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography ImagesCode1
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes—0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
Vision Foundation Models in Medical Image Analysis: Advances and Challenges—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