SOTAVerified

Segmentation

Papers

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Showing 5251–5275 of 13072 papers

TitleStatusHype
Image-free single-pixel segmentation—0
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-photon microscopy images—0
A Characteristic Function-based Algorithm for Geodesic Active Contours—0
Accurate Congenital Heart Disease Model Generation for 3D Printing—0
GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye—0
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling—0
ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis—0
Image Decomposition Using a Robust Regression Approach—0
Image Labeling with Markov Random Fields and Conditional Random Fields—0
Getting More from Segmentation Evaluation—0
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound—0
Combining local regularity estimation and total variation optimization for scale-free texture segmentation—0
Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation—0
A Facial Feature Discovery Framework for Race Classification Using Deep Learning—0
Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks—0
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation—0
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray—0
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI—0
GitNet: Geometric Prior-based Transformation for Birds-Eye-View Segmentation—0
Give me (un)certainty -- An exploration of parameters that affect segmentation uncertainty—0
Combining Pyramid Pooling and Attention Mechanism for Pelvic MR Image Semantic Segmentaion—0
GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing—0
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy—0
Gland Instance Segmentation by Deep Multichannel Side Supervision—0
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning—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