SOTAVerified

Segmentation

Papers

Showing 35763600 of 13072 papers

TitleStatusHype
A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images0
Universal Vessel Segmentation for Multi-Modality Retinal Images0
Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images0
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images0
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation0
Segmentation-free integration of nuclei morphology and spatial transcriptomics for retinal imagesCode0
On Memory Construction and Retrieval for Personalized Conversational Agents0
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation0
LUND-PROBE -- LUND Prostate Radiotherapy Open Benchmarking and Evaluation dataset0
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation0
Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET image segmentation0
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach0
UltraBones100k: A reliable automated labeling method and large-scale dataset for ultrasound-based bone surface extraction0
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation0
FE-UNet: Frequency Domain Enhanced U-Net with Segment Anything Capability for Versatile Image Segmentation0
ZISVFM: Zero-Shot Object Instance Segmentation in Indoor Robotic Environments with Vision Foundation ModelsCode0
Deep Learning Pipeline for Fully Automated Myocardial Infarct Segmentation from Clinical Cardiac MR Scans0
Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT ImagesCode0
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation0
Deep Ensemble approach for Enhancing Brain Tumor Segmentation in Resource-Limited Settings0
Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation0
Rethinking Vision Transformer for Object Centric Foundation ModelsCode0
Extending SEEDS to a Supervoxel Algorithm for Medical Image AnalysisCode0
COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation0
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified