SOTAVerified

Segmentation

Papers

Showing 27012710 of 13072 papers

TitleStatusHype
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotationsCode1
Detecting Anomalies in Semantic Segmentation with PrototypesCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
Affinity LCFCN: Learning to Segment Fish with Weak SupervisionCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
Affinity Space Adaptation for Semantic Segmentation Across DomainsCode1
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV InspectionsCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image SegmentationCode1
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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