SOTAVerified

Segmentation

Papers

Showing 19762000 of 13072 papers

TitleStatusHype
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image SegmentationCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
Deep 3D Vessel Segmentation based on Cross Transformer NetworkCode1
Peritumoral Expansion Radiomics for Improved Lung Cancer ClassificationCode1
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
BiSeNet: Bilateral Segmentation Network for Real-time Semantic SegmentationCode1
Deep Active Learning for Axon-Myelin Segmentation on Histology DataCode1
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image SegmentationCode1
ClaSP -- Parameter-free Time Series SegmentationCode1
PHiSeg: Capturing Uncertainty in Medical Image SegmentationCode1
Phoneme Segmentation Using Self-Supervised Speech ModelsCode1
Adaptive Prototype Learning and Allocation for Few-Shot SegmentationCode1
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographsCode1
An Elastic Interaction-Based Loss Function for Medical Image SegmentationCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
Decoder Denoising Pretraining for Semantic SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
DecoupleNet: Decoupled Network for Domain Adaptive Semantic SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance 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