SOTAVerified

Segmentation

Papers

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Showing 10851–10900 of 13072 papers

TitleStatusHype
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor SegmentationCode0
Probabilistic Trajectory Segmentation by Means of Hierarchical Dirichlet Process Switching Linear Dynamical SystemsCode0
Segmenting two-dimensional structures with strided tensor networksCode0
Pubic Symphysis-Fetal Head Segmentation Using Pure Transformer with Bi-level Routing AttentionCode0
Segmenting the FutureCode0
Segmenting Scientific Abstracts into Discourse Categories: A Deep Learning-Based Approach for Sparse Labeled DataCode0
Urdu Word Segmentation using Conditional Random Fields (CRFs)Code0
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground TruthCode0
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic SegmentationCode0
Residual Pyramid Learning for Single-Shot Semantic SegmentationCode0
SuperDialseg: A Large-scale Dataset for Supervised Dialogue SegmentationCode0
Superadditivity and Convex Optimization for Globally Optimal Cell Segmentation using Deformable Shape ModelsCode0
PST900: RGB-Thermal Calibration, Dataset and Segmentation NetworkCode0
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion ModelsCode0
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentationCode0
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation ModelsCode0
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in EchocardiographyCode0
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma ScreeningCode0
Acute and sub-acute stroke lesion segmentation from multimodal MRICode0
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities GenerationCode0
Synthetic data for unsupervised polyp segmentationCode0
Probabilistic Atlases to Enforce Topological ConstraintsCode0
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic SurgeryCode0
WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentationCode0
Tversky loss function for image segmentation using 3D fully convolutional deep networksCode0
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box AnnotationsCode0
Segmenting root systems in X-ray computed tomography images using level setsCode0
Segmenting Object Affordances: Reproducibility and Sensitivity to ScaleCode0
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge TransferCode0
SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR ImagingCode0
Subword Segmental Language Modelling for Nguni LanguagesCode0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image SegmentationCode0
ReSeg: A Recurrent Neural Network-based Model for Semantic SegmentationCode0
Two-Level Temporal Relation Model for Online Video Instance SegmentationCode0
Segmenting Microcalcifications in Mammograms and its ApplicationsCode0
Two-pass Discourse Segmentation with Pairing and Global FeaturesCode0
Systematic study of color spaces and components for the segmentation of sky/cloud imagesCode0
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image SegmentationCode0
TABSurfer: a Hybrid Deep Learning Architecture for Subcortical SegmentationCode0
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion SegmentationCode0
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesCode0
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain ImagesCode0
Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ SegmentationCode0
Removing supervision in semantic segmentation with local-global matching and area balancingCode0
Tackling the Problem of Limited Data and Annotations in Semantic SegmentationCode0
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language ModelsCode0
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution SegmentationCode0
Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware SegmentationCode0
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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