SOTAVerified

Segmentation

Papers

Showing 14711480 of 13072 papers

TitleStatusHype
BoxShrink: From Bounding Boxes to Segmentation MasksCode1
Attentive Symmetric Autoencoder for Brain MRI SegmentationCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learningCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationCode1
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
ContrastMask: Contrastive Learning to Segment Every ThingCode1
A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor SegmentationCode1
Exploring Simple Open-Vocabulary Semantic 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