SOTAVerified

Segmentation

Papers

Showing 82018250 of 13072 papers

TitleStatusHype
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images0
Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net0
Automatic hippocampal surface generation via 3D U-net and active shape modeling with hybrid particle swarm optimization0
Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography0
3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI0
3D Dental model segmentation with graph attentional convolution network0
Leveraging Clinical Characteristics for Improved Deep Learning-Based Kidney Tumor Segmentation on CT0
Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image SegmentationCode0
POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring0
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network0
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos0
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks0
Deep Learning for Multi-View Ultrasonic Image Fusion0
Improving Building Segmentation for Off-Nadir Satellite Imagery0
SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation0
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-RaysCode0
Self-supervised Tumor Segmentation through Layer Decomposition0
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review0
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms0
A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation0
(M)SLAe-Net: Multi-Scale Multi-Level Attention embedded Network for Retinal Vessel Segmentation0
Right Ventricular Segmentation from Short- and Long-Axis MRIs via Information TransitionCode0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging0
RiWNet: A moving object instance segmentation Network being Robust in adverse Weather conditions0
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke0
Weakly Supervised Few-Shot Segmentation Via Meta-Learning0
Hierarchical 3D Feature Learning for Pancreas SegmentationCode0
Semantic Segmentation on VSPW Dataset through Aggregation of Transformer Models0
Style Transfer based Coronary Artery Segmentation in X-ray Angiogram0
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models0
Benchmarking the Robustness of Instance Segmentation Models0
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?Code0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation0
Multilingual Image Corpus: Annotation Protocol0
ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection0
Frustration Level Annotation in Latvian Tweets with Non-Lexical Means of Expression0
Character-based Thai Word Segmentation with Multiple AttentionsCode0
Sk-Unet Model with Fourier Domain for Mitosis Detection0
SMAC-Seg: LiDAR Panoptic Segmentation via Sparse Multi-directional Attention Clustering0
Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia0
SemIE: Semantically-aware Image Extrapolation0
Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images0
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation0
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input0
Unsupervised Learning of Deep Features for Music Segmentation0
A Multimodal Framework for Video Ads Understanding0
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation0
Automated Kidney Segmentation by Mask R-CNN in T2-weighted Magnetic Resonance Imaging0
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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