SOTAVerified

Segmentation

Papers

Showing 97019750 of 13072 papers

TitleStatusHype
Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic DataCode1
Prototype Refinement Network for Few-Shot Segmentation0
Knowledge Distillation for Brain Tumor SegmentationCode1
CRVOS: Clue Refining Network for Video Object SegmentationCode0
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation0
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy ImagesCode0
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information0
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image SegmentationCode1
RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training0
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation0
Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology0
3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images0
Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales0
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction0
Selective Segmentation Networks Using Top-Down Attention0
Efficient 2D neuron boundary segmentation with local topological constraints0
Modeling the Background for Incremental Learning in Semantic SegmentationCode1
3D Shape Segmentation with Geometric Deep Learning0
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention0
Deep Feature Fusion for Mitosis Counting0
Foreground object segmentation in RGB-D data implemented on GPU0
DeepHIPS: A novel Deep Learning based Hippocampus Subfield Segmentation method0
Universal Semantic Segmentation for Fisheye Urban Driving ImagesCode1
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problemCode1
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Dual Convolutional LSTM Network for Referring Image Segmentation0
Fast Video Object Segmentation using the Global Context ModuleCode1
2018 Robotic Scene Segmentation ChallengeCode1
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images0
Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological SamplesCode0
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm0
Weakly Supervised Instance Segmentation by Deep Community Learning0
The Direction-Aware, Learnable, Additive Kernels and the Adversarial Network for Deep Floor Plan Recognition0
Adversarial Domain Adaptation for Cell Segmentation0
Virtual KITTI 20
Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image0
Deep Learning in Multi-organ Segmentation0
f-BRS: Rethinking Backpropagating Refinement for Interactive SegmentationCode0
Accurately identifying vertebral levels in large datasets0
Medical Image Segmentation via Unsupervised Convolutional Neural NetworkCode1
Bayesian nonparametric shared multi-sequence time series segmentation0
Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net0
Print Defect Mapping with Semantic Segmentation0
Towards Open-Set Semantic Segmentation of Aerial Images0
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings0
SDOD:Real-time Segmenting and Detecting 3D Object by Depth0
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks0
4D Deep Learning for Multiple-Sclerosis Lesion Activity Segmentation0
Mutual information deep regularization for semi-supervised segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified