SOTAVerified

Segmentation

Papers

Showing 19011910 of 13072 papers

TitleStatusHype
Adaptive Context Selection for Polyp SegmentationCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
Dynamic Neural Representational Decoders for High-Resolution Semantic SegmentationCode1
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological ImagesCode1
Rethinking the Unpretentious U-net for Medical Ultrasound Image SegmentationCode1
3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity ProjectionCode1
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological ImagesCode1
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
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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