SOTAVerified

Segmentation

Papers

Showing 49514975 of 13072 papers

TitleStatusHype
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray ImagesCode0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention NetworksCode0
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI ScansCode0
Hybrid-Fusion Transformer for Multisequence MRICode0
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting FramesCode0
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion ReductionCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound VolumesCode0
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random FieldsCode0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Human Segmentation with Dynamic LiDAR DataCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map SegmentationCode0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
Enhancement Mask for Hippocampus Detection and SegmentationCode0
How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion ModelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified