SOTAVerified

Segmentation

Papers

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Showing 11851–11900 of 13072 papers

TitleStatusHype
Overcoming Small Minirhizotron Datasets Using Transfer LearningCode0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
3D Medical Image Segmentation based on multi-scale MPU-NetCode0
A Fully Convolutional Two-Stream Fusion Network for Interactive Image SegmentationCode0
A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRICode0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-trainingCode0
gACSON software for automated segmentation and morphology analyses of myelinated axons in 3D electron microscopyCode0
Novel Deep Learning Framework For Bovine Iris SegmentationCode0
Meta-Learning Initializations for Image SegmentationCode0
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ SegmentationCode0
Laplacian Pyramid Reconstruction and Refinement for Semantic SegmentationCode0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in EchocardiographyCode0
Accurate 3D Cell Segmentation using Deep Feature and CRF RefinementCode0
Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel SegmentationCode0
GAN-enhanced Conditional Echocardiogram GenerationCode0
Ensemble architecture in polyp segmentationCode0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)Code0
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosisCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas ImagingCode0
A Unified Point-Based Framework for 3D SegmentationCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Convolutional Feature Masking for Joint Object and Stuff SegmentationCode0
A Unified Multi-Scale Attention-Based Network for Automatic 3D Segmentation of Lung Parenchyma & Nodules In Thoracic CT ImagesCode0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
3D Hierarchical Panoptic Segmentation in Real Orchard Environments Across Different SensorsCode0
Convolutional CRFs for Semantic SegmentationCode0
A Contrastive Learning Scheme with Transformer Innate PatchesCode0
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-RaysCode0
Contrastive Instance Association for 4D Panoptic Segmentation using Sequences of 3D LiDAR ScansCode0
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive ClassifierCode0
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image SegmentationCode0
Laser: Efficient Language-Guided Segmentation in Neural Radiance FieldsCode0
Contrastive Enhancement Using Latent Prototype for Few-Shot SegmentationCode0
Enhancing the automatic segmentation and analysis of 3D liver vasculature modelsCode0
Enhancing temporal segmentation by nonlocal self-similarityCode0
Contrastive Conditional Latent Diffusion for Audio-visual SegmentationCode0
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module ModelCode0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
A Foundation Model for General Moving Object Segmentation in Medical ImagesCode0
A Graph-based Model for Joint Chinese Word Segmentation and Dependency ParsingCode0
Multi-scale Cascaded Large-Model for Whole-body ROI 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