SOTAVerified

Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8801–8825 of 13072 papers

TitleStatusHype
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation—0
Enhancing motion trajectory segmentation of rigid bodies using a novel screw-based trajectory-shape representation—0
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network—0
Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction—0
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection—0
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation—0
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network—0
Automated segmentation of choroidal layers from 3-dimensional macular optical coherence tomography scans—0
Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images—0
Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation—0
Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification—0
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation—0
Enhancing road signs segmentation using photometric invariants—0
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks—0
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation—0
Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection—0
Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation—0
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM—0
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging—0
Multi-Scale Fully Convolutional Network for Cardiac Left Ventricle Segmentation—0
A Bottom-Up Approach for Automatic Pancreas Segmentation in Abdominal CT Scans—0
Enhancing Transformer Backbone for Egocentric Video Action Segmentation—0
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques—0
Automated scalable segmentation of neurons from multispectral images—0
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup 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