SOTAVerified

Segmentation

Papers

Showing 48014825 of 13072 papers

TitleStatusHype
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoCode0
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Applying ViT in Generalized Few-shot Semantic SegmentationCode0
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRFCode0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal SegmentationCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Few-Shot Fruit Segmentation via Transfer LearningCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Image Segmentation with Topological PriorsCode0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image SegmentationCode0
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratioCode0
Image Segmentation using Sparse Subset SelectionCode0
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance imagesCode0
ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic SegmentationCode0
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imageryCode0
Image Segmentation Using Hierarchical Merge TreeCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
Image Forgery Localization Based on Multi-Scale Convolutional Neural NetworksCode0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
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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