SOTAVerified

Segmentation

Papers

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Showing 12301–12350 of 13072 papers

TitleStatusHype
Object discovery and representation networksCode0
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma SegmentationCode0
Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide ImageCode0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image SegmentationCode0
Learning to Segment via Cut-and-PasteCode0
A Context-aware Delayed Agglomeration Framework for Electron Microscopy SegmentationCode0
Class-Based Styling: Real-time Localized Style Transfer with Semantic SegmentationCode0
High-resolution segmentations of the hypothalamus and its subregions for training of segmentation modelsCode0
Domain Agnostic Pipeline for Retina Vessel SegmentationCode0
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal OrgansCode0
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron MicroscopyCode0
Domain Adaptive Segmentation in Volume Electron Microscopy ImagingCode0
Domain Adaptation for Structured Output via Discriminative Patch RepresentationsCode0
Assessing hierarchies by their consistent segmentationsCode0
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steelCode0
A Contrast-Agnostic Method for Ultra-High Resolution Claustrum SegmentationCode0
Class and Region-Adaptive Constraints for Network CalibrationCode0
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGANCode0
Domain Adaptation for MRI Organ Segmentation using Reverse Classification AccuracyCode0
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic ExpertsCode0
Learning unbiased zero-shot semantic segmentation networks via transductive transferCode0
CLAIM: Clinically-Guided LGE Augmentation for Realistic and Diverse Myocardial Scar Synthesis and SegmentationCode0
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT imagesCode0
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen DatasetsCode0
Learning Unsupervised Video Object Segmentation Through Visual AttentionCode0
Does syntax help discourse segmentation? Not so muchCode0
DL-Polycube: Deep learning enhanced polycube method for high-quality hexahedral mesh generation and volumetric spline constructionCode0
Assessing Coarse-to-Fine Deep Learning Models for Optic Disc and Cup Segmentation in Fundus ImagesCode0
Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage ModelCode0
HistoNet: Predicting size histograms of object instancesCode0
Learning Video-independent Eye Contact Segmentation from In-the-Wild VideosCode0
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide ImagesCode0
Distribution-aware Noisy-label Crack SegmentationCode0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
HM: Hybrid Masking for Few-Shot SegmentationCode0
Learning Video Object Segmentation from Static ImagesCode0
HMMs for Unsupervised Vietnamese WordSegmentationCode0
HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization AlgorithmCode0
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in RadiotherapyCode0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
A Spacecraft Dataset for Detection, Segmentation and Parts RecognitionCode0
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image SegmentationCode0
CircleSnake: Instance Segmentation with Circle RepresentationCode0
A Fast Segmentation-free Fully Automated Approach to White Matter Injury Detection in Preterm InfantsCode0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
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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