SOTAVerified

Segmentation

Papers

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Showing 4401–4425 of 13072 papers

TitleStatusHype
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging—0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study—0
From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation—0
Automated scalable segmentation of neurons from multispectral images—0
From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction—0
DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision—0
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images—0
A Latent Source Model for Patch-Based Image Segmentation—0
From Shadow Segmentation to Shadow Removal—0
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation—0
Automated retinal vessel segmentation based on morphological preprocessing and 2D-Gabor wavelets—0
D3S - A Discriminative Single Shot Segmentation Tracker—0
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment—0
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images—0
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation—0
From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation—0
Full Body Video-Based Self-Avatars for Mixed Reality: from E2E System to User Study—0
D^3CTTA: Domain-Dependent Decorrelation for Continual Test-Time Adaption of 3D LiDAR Segmentation—0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation—0
Automated Resolution Selection for Image Segmentation—0
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation—0
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia—0
Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study—0
Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs—0
Automated processing of X-ray computed tomography images via panoptic segmentation for modeling woven composite textiles—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