SOTAVerified

Segmentation

Papers

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Showing 8776–8800 of 13072 papers

TitleStatusHype
Automated segmentation of choroidal layers from 3-dimensional macular optical coherence tomography scans—0
Deep Superpixel Cut for Unsupervised Image Segmentation—0
Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss—0
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient—0
Principal component-based image segmentation: a new approach to outline in vitro cell colonies—0
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness RegularizationCode0
Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT—0
Uncertainty-aware Incremental Learning for Multi-organ Segmentation—0
Deep Learning Based 3D Segmentation: A Survey—0
Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets—0
The Weakly-Labeled Rand Index—0
Use square root affinity to regress labels in semantic segmentation—0
High-Resolution Segmentation of Tooth Root Fuzzy Edge Based on Polynomial Curve Fitting with Landmark Detection—0
Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)Code0
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images—0
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually ImpairedCode0
Hidden Backdoor Attack against Semantic Segmentation Models—0
Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection—0
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
K-means segmentation based-on lab color space for embryo detection in incubated egg—0
Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA)—0
LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment—0
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation—0
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation—0
Unsupervised Word Segmentation with Bi-directional Neural Language ModelCode0
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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