SOTAVerified

Segmentation

Papers

Showing 13011310 of 13072 papers

TitleStatusHype
Comparative Analysis of Deep Learning Architectures for Breast Region Segmentation with a Novel Breast Boundary Proposal0
Med-TTT: Vision Test-Time Training model for Medical Image SegmentationCode1
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images0
MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation0
Unleashing the Potential of the Diffusion Model in Few-shot Semantic SegmentationCode1
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical ImagesCode0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials0
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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