SOTAVerified

Segmentation

Papers

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Showing 5151–5200 of 13072 papers

TitleStatusHype
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation—0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores—0
Assessing the generalization performance of SAM for ureteroscopy scene understanding—0
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation—0
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding—0
3D Instance Segmentation of MVS Buildings—0
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image—0
I Can See Clearly Now : Image Restoration via De-Raining—0
IDA: Informed Domain Adaptive Semantic Segmentation—0
Image-free single-pixel segmentation—0
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation—0
Hypercorrelation Squeeze for Few-Shot Segmenation—0
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation—0
Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks—0
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI—0
Hyper-Connected Transformer Network for Multi-Modality PET-CT Segmentation—0
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging—0
Compassionately Conservative Balanced Cuts for Image Segmentation—0
Accurate Nuclear Segmentation with Center Vector Encoding—0
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions—0
Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese—0
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project—0
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge—0
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection—0
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation—0
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery—0
A feature refinement module for light-weight semantic segmentation network—0
Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI—0
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images—0
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation—0
Comparison of computer systems and ranking criteria for automatic melanoma detection in dermoscopic images—0
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images—0
Accurately identifying vertebral levels in large datasets—0
Hyperbolic Uncertainty Aware Semantic Segmentation—0
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations—0
Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images—0
Comparing YOLOv8 and Mask RCNN for object segmentation in complex orchard environments—0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation—0
3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI—0
Comparing Normalization Methods for Limited Batch Size Segmentation Neural Networks—0
Comparing Machine Learning based Segmentation Models on Jet Fire Radiation Zones—0
Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images—0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
A Fast Two Pass Multi-Value Segmentation Algorithm based on Connected Component Analysis—0
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes—0
ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources—0
A Fast, Semi-Automatic Brain Structure Segmentation Algorithm for Magnetic Resonance Imaging—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