SOTAVerified

Segmentation

Papers

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Showing 10901–10950 of 13072 papers

TitleStatusHype
Pointwise Convolutional Neural NetworksCode0
Tagger: Deep Unsupervised Perceptual GroupingCode0
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image SegmentationCode0
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-trainingCode0
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast EchocardiographyCode0
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image SegmentationCode0
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
StuffNet: Using 'Stuff' to Improve Object DetectionCode0
PointWeb: Enhancing Local Neighborhood Features for Point Cloud ProcessingCode0
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image SegmentationCode0
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
Using Segmentation Masks in the ICCV 2019 Learning to Drive ChallengeCode0
PseudoEdgeNet: Nuclei Segmentation only with Point AnnotationsCode0
Priming Neural NetworksCode0
Structured Knowledge Distillation for Semantic SegmentationCode0
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness RegularizationCode0
Segmentation of Subspaces in Sequential DataCode0
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse WeatherCode0
Task-Aware Active Learning for Endoscopic Image AnalysisCode0
Remote Task-oriented Grasp Area Teaching By Non-Experts through Interactive Segmentation and Few-Shot LearningCode0
Boosting Unsupervised Segmentation LearningCode0
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac SegmentationCode0
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor SegmentationCode0
Segmentation of Roots in Soil with U-NetCode0
Fast Weakly Supervised Action Segmentation Using Mutual ConsistencyCode0
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?Code0
PM-VIS+: High-Performance Video Instance Segmentation without Video AnnotationCode0
Segmentation of Hemorrhagic Areas in Human Brain from CT Scan ImagesCode0
Utility of Equivariant Message Passing in Cortical Mesh SegmentationCode0
Utilizing Attention, Linked Blocks, And Pyramid Pooling To Propel Brain Tumor Segmentation In 3DCode0
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasetsCode0
Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networksCode0
Utilizing Neural Networks for Semantic Segmentation on RGB/LiDAR Fused Data for Off-road Autonomous Military Vehicle PerceptionCode0
UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image SegmentationCode0
Structured Click Control in Transformer-based Interactive SegmentationCode0
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNNCode0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion SegmentationCode0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range DependenciesCode0
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural NetworksCode0
UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentationCode0
PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationCode0
Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural NetworkCode0
Segmentation of Brain MRI using an Altruistic Harris Hawks' Optimization algorithmCode0
Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact StudyCode0
Structure-aware scale-adaptive networks for cancer segmentation in whole-slide imagesCode0
Structural Pruning via Spatial-aware Information Redundancy for Semantic SegmentationCode0
Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural NetsCode0
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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