SOTAVerified

Segmentation

Papers

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Showing 4151–4175 of 13072 papers

TitleStatusHype
Deep GrabCut for Object Selection—0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification—0
1st Place Solution for YouTubeVOS Challenge 2021:Video Instance Segmentation—0
Few-Shot Airway-Tree Modeling using Data-Driven Sparse Priors—0
Deep Geodesic Learning for Segmentation and Anatomical Landmarking—0
Deep generative model-driven multimodal prostate segmentation in radiotherapy—0
Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods—0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
Deep Generative Adversarial Network for Occlusion Removal from a Single Image—0
Automatic lesion boundary detection in dermoscopy—0
Deep Gaussian Processes for Few-Shot Segmentation—0
Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography Studies—0
Deep FusionNet for Point Cloud Semantic Segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
A CT-Based Airway Segmentation Using U^2-net Trained by the Dice Loss Function—0
3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies—0
Few-shot adaptation for morphology-independent cell instance segmentation—0
Few-Shot Classification & Segmentation Using Large Language Models Agent—0
Few-Shot Medical Image Segmentation with Large Kernel Attention—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation—0
DeepFH Segmentations for Superpixel-based Object Proposal Refinement—0
Deep feature transfer between localization and segmentation tasks—0
Deep feature selection-and-fusion for RGB-D semantic 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