SOTAVerified

Segmentation

Papers

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Showing 8551–8600 of 13072 papers

TitleStatusHype
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques—0
Enhancing Transformer Backbone for Egocentric Video Action Segmentation—0
C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action Segmentation—0
A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph—0
A Deep Learning Driven Active Framework for Segmentation of Large 3D Shape Collections—0
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM—0
Pixel-wise Ear Detection with Convolutional Encoder-Decoder Networks—0
Pixel-wise object tracking—0
Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation—0
Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection—0
BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation—0
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation—0
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks—0
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation—0
Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning—0
Enhancing road signs segmentation using photometric invariants—0
BundleSeg: A versatile, reliable and reproducible approach to white matter bundle segmentation—0
Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification—0
Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation—0
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation—0
Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation—0
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—0
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network—0
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation—0
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding—0
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos—0
Building Segmentation on Satellite Images and Performance of Post-Processing Methods—0
A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results—0
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network—0
Enhancing motion trajectory segmentation of rigid bodies using a novel screw-based trajectory-shape representation—0
Building Networks for Image Segmentation using Particle Competition and Cooperation—0
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues—0
Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation—0
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation—0
Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models—0
Building Morphological Chains for Agglutinative Languages—0
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders—0
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation—0
A deep learning based multiscale approach to segment cancer area in liver whole slide image—0
Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models—0
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
Building Height Prediction with Instance Segmentation—0
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples—0
Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments—0
An Iterative Spanning Forest Framework for Superpixel Segmentation—0
A Bag of Words Approach for Semantic Segmentation of Monitored Scenes—0
Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks—0
PixelThink: Towards Efficient Chain-of-Pixel Reasoning—0
Pixel-wise Segmentation of Right Ventricle of Heart—0
PlasmoID: A dataset for Indonesian malaria parasite detection and segmentation in thin blood smear—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