SOTAVerified

Segmentation

Papers

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Showing 5501–5550 of 13072 papers

TitleStatusHype
An Anatomy-aware Framework for Automatic Segmentation of Parotid Tumor from Multimodal MRI—0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
VICRegL: Self-Supervised Learning of Local Visual FeaturesCode2
Cooperative Self-Training for Multi-Target Adaptive Semantic SegmentationCode1
Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks—0
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier ConvolutionsCode1
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
Masked Supervised Learning for Semantic SegmentationCode1
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation—0
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement—0
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuningCode1
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation—0
Predictive Text for Agglutinative and Polysynthetic Languages—0
HFT: High Frequency Tokens for Low-Resource NMTCode0
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations—0
Automated segmentation of microvessels in intravascular OCT images using deep learning—0
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationCode0
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation—0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
PLN: Parasitic-Like Network for Barely Supervised Medical Image SegmentationCode1
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural NetworksCode0
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo LabelsCode0
Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems—0
A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos—0
ASTF: Visual Abstractions of Time-Varying Patterns in Radio SignalsCode0
Effective Early Stopping of Point Cloud Neural Networks—0
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image SegmentationCode2
Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 ChallengeCode1
Dilated Neighborhood Attention TransformerCode2
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation—0
Streaming Video Temporal Action Segmentation In Real TimeCode1
Segmentation method of U-net sheet metal engineering drawing based on CBAM attention mechanism—0
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical SegmentationCode1
Assessing Coarse-to-Fine Deep Learning Models for Optic Disc and Cup Segmentation in Fundus ImagesCode0
Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task—0
A Review of Modern Approaches for Coronary Angiography Imaging Analysis—0
PCB-RandNet: Rethinking Random Sampling for LIDAR Semantic Segmentation in Autonomous Driving SceneCode1
Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation—0
Strong Instance Segmentation Pipeline for MMSports ChallengeCode1
Mixed-domain Training Improves Multi-Mission Terrain Segmentation—0
Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments—0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis—0
A comparative study of attention mechanism and generative adversarial network in facade damage segmentation—0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation—0
Baking in the Feature: Accelerating Volumetric Segmentation by Rendering Feature Maps—0
Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection—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