SOTAVerified

Segmentation

Papers

Showing 47314740 of 13072 papers

TitleStatusHype
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRICode0
Can ultrasound confidence maps predict sonographers' labeling variability?Code0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
Can Textual Semantics Mitigate Sounding Object Segmentation Preference?Code0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
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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