SOTAVerified

Segmentation

Papers

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Showing 11001–11050 of 13072 papers

TitleStatusHype
SwipeCut: Interactive Segmentation with Diversified Seed Proposals—0
Retinal vessel segmentation based on Fully Convolutional Neural NetworksCode1
Boundary loss for highly unbalanced segmentationCode1
3D-SIS: 3D Semantic Instance Segmentation of RGB-D ScansCode0
OCTID: Optical Coherence Tomography Image Database—0
Learning Common Representation from RGB and Depth Images—0
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology ImagesCode1
3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN—0
Multi-hypothesis contextual modeling for semantic segmentation—0
Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation—0
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks—0
Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation—0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach—0
Fast Online Object Tracking and Segmentation: A Unifying ApproachCode2
CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart SegmentationCode0
Weakly Supervised Instance Segmentation Using Hybrid Network—0
Multichannel Semantic Segmentation with Unsupervised Domain AdaptationCode0
Deep Learning with Mixed Supervision for Brain Tumor Segmentation—0
Non-local U-Net for Biomedical Image SegmentationCode1
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single ImageCode1
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN—0
3D Scene Parsing via Class-Wise Adaptation—0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
Attention-guided Unified Network for Panoptic Segmentation—0
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point CloudCode1
Graph Cut Segmentation Methods Revisited with a Quantum Algorithm—0
Scale-aware multi-level guidance for interactive instance segmentation—0
DSNet for Real-Time Driving Scene Semantic Segmentation—0
Online Model Distillation for Efficient Video InferenceCode1
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss—0
Object Discovery in Videos as Foreground Motion Clustering—0
Segmentation-driven 6D Object Pose EstimationCode0
Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss—0
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object UnderstandingCode0
Interactive Full Image Segmentation by Considering All Regions Jointly—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
Multi^3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite ImageryCode0
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
Cerebrovascular Network Segmentation on MRA Images with Deep LearningCode0
Multiview Cross-supervision for Semantic Segmentation—0
Learning to Fuse Things and Stuff—0
Improving Semantic Segmentation via Video Propagation and Label RelaxationCode2
Towards Continuous Domain adaptation for Healthcare—0
SUSAN: Segment Unannotated image Structure using Adversarial Network—0
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasetsCode0
Elastic Boundary Projection for 3D Medical Image SegmentationCode0
Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble ModelCode0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image 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