SOTAVerified

Segmentation

Papers

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Showing 11701–11725 of 13072 papers

TitleStatusHype
A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images—0
A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging—0
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation—0
A Deep Learning-based Global and Segmentation-based Semantic Feature Fusion Approach for Indoor Scene Classification—0
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder—0
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation—0
Partly Supervised Multitask Learning—0
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy—0
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation—0
Maximin affinity learning of image segmentation—0
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation—0
Maximization and restoration: Action segmentation through dilation passing and temporal reconstruction—0
Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation—0
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation—0
Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation—0
A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images—0
A Deep Learning-Based Fully Automated Pipeline for Regurgitant Mitral Valve Anatomy Analysis From 3D Echocardiography—0
MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation—0
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds—0
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors—0
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials—0
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images—0
Optimal Surface Segmentation with Convex Priors in Irregularly Sampled Space—0
A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation—0
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic 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