SOTAVerified

Segmentation

Papers

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Showing 7701–7750 of 13072 papers

TitleStatusHype
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingCode0
Separable-HoverNet and Instance-YOLO for Colon Nuclei Identification and Counting—0
Boundary Corrected Multi-scale Fusion Network for Real-time Semantic Segmentation—0
A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation—0
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionCode0
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework—0
LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation—0
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation—0
Point Label Aware Superpixels for Multi-species Segmentation of Underwater Imagery—0
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component—0
Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio—0
Application of DatasetGAN in medical imaging: preliminary studies—0
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment—0
Continuous Human Action Recognition for Human-Machine Interaction: A Review—0
Confidence Calibration for Object Detection and Segmentation—0
ciscNet -- A Single-Branch Cell Instance Segmentation and Classification Network—0
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow—0
Speech segmentation using multilevel hybrid filters—0
Data variation-aware medical image segmentation—0
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge—0
Fully Self-Supervised Learning for Semantic Segmentation—0
A novel unsupervised covid lung lesion segmentation based on the lung tissue identification—0
SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition ImagesCode0
Mixed-Block Neural Architecture Search for Medical Image Segmentation—0
Amodal Panoptic Segmentation—0
ISDA: Position-Aware Instance Segmentation with Deformable AttentionCode0
Augmentation based unsupervised domain adaptation—0
Nuclei panoptic segmentation and composition regression with multi-task deep neural networks—0
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation—0
A-Eye: Driving with the Eyes of AI for Corner Case Generation—0
An Object Aware Hybrid U-Net for Breast Tumour Annotation—0
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images—0
PCSCNet: Fast 3D Semantic Segmentation of LiDAR Point Cloud for Autonomous Car using Point Convolution and Sparse Convolution Network—0
An Efficient Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total VariationCode0
Reducing the Gibbs effect in multimodal medical imaging by the Fake Nodes ApproachCode0
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss—0
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation—0
Iterative Learning for Instance Segmentation—0
AF_2: Adaptive Focus Framework for Aerial Imagery Segmentation—0
TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery—0
COMMA: Propagating Complementary Multi-Level Aggregation Network for Polyp Segmentation—0
Shift-Memory Network for Temporal Scene Segmentation—0
Synthetic data for unsupervised polyp segmentationCode0
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing—0
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation—0
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks—0
Label fusion and training methods for reliable representation of inter-rater uncertainty—0
Few-shot semantic segmentation via mask aggregationCode0
To what extent can Plug-and-Play methods outperform neural networks alone in low-dose CT reconstruction—0
Task-Adaptive Feature Transformer with Semantic Enrichment for Few-Shot Segmentation—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