SOTAVerified

Segmentation

Papers

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Showing 7501–7550 of 13072 papers

TitleStatusHype
LeViT-UNet: Make Faster Encoders with Transformer for Medical Image SegmentationCode1
Transductive image segmentation: Self-training and effect of uncertainty estimation—0
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
Exploring Set Similarity for Dense Self-supervised Representation Learning—0
Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation—0
A Positive/Unlabeled Approach for the Segmentation of Medical Sequences using Point-Wise SupervisionCode0
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference—0
The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues—0
Contrastive Predictive Coding for Anomaly Detection—0
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation—0
Tracing Halpha Fibrils through Bayesian Deep Learning—0
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksCode1
MeNToS: Tracklets Association with a Space-Time Memory Network—0
A modular U-Net for automated segmentation of X-ray tomography images in composite materialsCode0
Amodal segmentation just like doing a jigsaw—0
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation—0
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift—0
Per-Pixel Classification is Not All You Need for Semantic SegmentationCode2
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truthCode1
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image SegmentationCode1
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes—0
Context-aware virtual adversarial training for anatomically-plausible segmentation—0
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation—0
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGBCode1
EndoUDA: A modality independent segmentation approach for endoscopy imaging—0
TransClaw U-Net: Claw U-Net with Transformers for Medical Image SegmentationCode0
BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous Driving—0
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation—0
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection—0
A Spatial Guided Self-supervised Clustering Network for Medical Image SegmentationCode1
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network—0
Merging Tasks for Video Panoptic Segmentation—0
Learning 3D Dense Correspondence via Canonical Point Autoencoder—0
Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images—0
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation—0
Few-Shot Domain Adaptation with Polymorphic TransformersCode1
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA ImagesCode1
Segmentation of VHR EO Images using Unsupervised Learning—0
U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated RetinaCode1
Task-Aware Sampling Layer for Point-Wise Analysis—0
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation—0
Towards Robust General Medical Image SegmentationCode0
Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos using Learnable Temporal Difference—0
Semantic Segmentation on Multiple Visual Domains—0
Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images—0
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation—0
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation—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