SOTAVerified

Segmentation

Papers

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Showing 7851–7900 of 13072 papers

TitleStatusHype
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis—0
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation—0
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation—0
Scale Equivariant Neural Networks with Morphological Scale-Spaces—0
Combining Supervised and Un-supervised Learning for Automatic Citrus Segmentation—0
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation—0
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
Semi-supervised learning for generalizable intracranial hemorrhage detection and segmentation—0
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss—0
Enhanced U-Net: A Feature Enhancement Network for Polyp SegmentationCode1
Robust 3D Cell Segmentation: Extending the View of CellposeCode1
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive LearningCode1
ISTR: End-to-End Instance Segmentation with TransformersCode1
AG-CUResNeSt: A Novel Method for Colon Polyp SegmentationCode0
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets—0
Efficient Two-Step Networks for Temporal Action SegmentationCode1
Self-supervised Augmentation Consistency for Adapting Semantic SegmentationCode1
Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames—0
SegmentMeIfYouCan: A Benchmark for Anomaly SegmentationCode1
Crack Semantic Segmentation using the U-Net with Full Attention Strategy—0
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge—0
Pyramid Medical Transformer for Medical Image Segmentation—0
Segmentation-grounded Scene Graph Generation—0
Domain Adaptive Semantic Segmentation with Self-Supervised Depth EstimationCode1
Two stages for visual object tracking—0
Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation—0
Sign Segmentation with Changepoint-Modulated Pseudo-LabellingCode1
Point Cloud Learning with Transformer—0
End-to-End Approach for Recognition of Historical Digit Strings—0
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
Rethinking BiSeNet For Real-time Semantic SegmentationCode1
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception—0
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory BankCode1
Evidential segmentation of 3D PET/CT imagesCode1
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
Spherical formulation of geometric motion segmentation constraints in fisheye cameras—0
Generative modeling of spatio-temporal weather patterns with extreme event conditioning—0
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing ImagesCode2
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep LearningCode1
A novel segmentation dataset for signatures on bank checksCode0
Learning to Address Intra-segment Misclassification in Retinal ImagingCode1
Neural circuits for dynamics-based segmentation of time seriesCode0
Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation—0
STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains—0
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning—0
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy—0
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic SegmentationCode1
Pri3D: Can 3D Priors Help 2D Representation Learning?Code1
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation—0
Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified