SOTAVerified

Segmentation

Papers

Showing 35713580 of 13072 papers

TitleStatusHype
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
ERANet: Edge Replacement Augmentation for Semi-Supervised Meniscus Segmentation with Prototype Consistency Alignment and Conditional Self-Training0
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?0
A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images0
Universal Vessel Segmentation for Multi-Modality Retinal Images0
Wandering around: A bioinspired approach to visual attention through object motion sensitivityCode0
Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images0
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation0
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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