SOTAVerified

Segmentation

Papers

Showing 1075110800 of 13072 papers

TitleStatusHype
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling0
Topologically Faithful Multi-class Segmentation in Medical Images0
Topology-Aware Focal Loss for 3D Image Segmentation0
Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images0
Topology-Aware Segmentation Using Discrete Morse Theory0
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans0
Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data0
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks0
Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization0
Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR0
Topology preserving Image segmentation using the iterative convolution-thresholding method0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching0
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings0
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component0
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation0
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference0
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module0
Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning0
Toward Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning0
Toward Generalizable Multiple Sclerosis Lesion Segmentation Models0
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation0
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine0
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development0
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks0
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement0
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation0
Towards a methodology for evaluating automatic subtitling0
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma0
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion0
Towards an efficient Iris Recognition System on Embedded Devices0
ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations0
Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training0
Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers0
Towards Automated Semantic Segmentation in Mammography Images0
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels0
Towards Automatic Annotation for Semantic Segmentation in Drone Videos0
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond0
Towards Bounding-Box Free Panoptic Segmentation0
Towards Bridging Semantic Gap to Improve Semantic Segmentation0
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation0
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation0
Towards continual learning in medical imaging0
Towards Continual Universal Segmentation0
Towards Continuous Domain adaptation for Healthcare0
Towards Cross-device and Training-free Robotic Grasping in 3D Open World0
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation0
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation0
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks0
Towards Direct Medical Image Analysis without Segmentation0
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation0
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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