SOTAVerified

Segmentation

Papers

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Showing 3151–3200 of 13072 papers

TitleStatusHype
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships—0
Semi-supervised Medical Image Segmentation via Query Distribution ConsistencyCode0
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification—0
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive LearningCode1
Generalized Category Discovery in Semantic SegmentationCode1
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding—0
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masksCode3
Fuzzy Information Seeded Region Growing for Automated Lesions After Stroke Segmentation in MR Brain ImagesCode1
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation—0
Few-shot Multispectral Segmentation with Representations Generated by Reinforcement LearningCode0
A 3D Multi-Style Cross-Modality Segmentation Framework for Segmenting Vestibular Schwannoma and Cochlea—0
Few-Shot Classification & Segmentation Using Large Language Models Agent—0
Open-Vocabulary Camouflaged Object SegmentationCode2
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure SegmentationCode1
Optimizing rgb-d semantic segmentation through multi-modal interaction and pooling attention—0
A Foundation Model for Cell Segmentation—0
DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance FieldsCode0
ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and DeformationCode1
Introducing NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle BiopsiesCode0
LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation—0
Estimating Uncertainty in Landslide Segmentation Models—0
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion SegmentationCode1
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques—0
WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound—0
Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models—0
Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour SegmentationCode1
Artificial Intelligence in Fetal Resting-State Functional MRI Brain Segmentation: A Comparative Analysis of 3D UNet, VNet, and HighRes-Net Models—0
Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment Anything Model—0
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning—0
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-DisambiguationCode1
Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification—0
MPSeg : Multi-Phase strategy for coronary artery Segmentation—0
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image SegmentationCode0
End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks—0
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and ClassificationCode0
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries—0
Self-trained Panoptic Segmentation—0
UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained DatasetsCode0
VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model—0
Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly ScansCode0
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA ImagesCode0
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI SegmentationCode1
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
Rusty Detection Using Image Processing For Maintenance Of Stations—0
Slide-SAM: Medical SAM Meets Sliding WindowCode1
Center Focusing Network for Real-Time LiDAR Panoptic SegmentationCode1
UFPS: A unified framework for partially-annotated federated segmentation in heterogeneous data distributionCode0
Correlation-aware active learning for surgery video segmentation—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