SOTAVerified

Segmentation

Papers

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Showing 3576–3600 of 13072 papers

TitleStatusHype
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization—0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic SegmentationCode1
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus ImagesCode0
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg CodebaseCode2
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT—0
Towards Content-based Pixel Retrieval in Revisited Oxford and ParisCode1
A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT ImagesCode0
Panoptic Vision-Language Feature FieldsCode1
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction—0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation—0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image SegmentationCode0
SortedAP: Rethinking evaluation metrics for instance segmentationCode0
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical TransformerCode1
Semi-supervised Instance Segmentation with a Learned Shape Prior—0
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation—0
Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements IntegrationCode1
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
Grouping Boundary Proposals for Fast Interactive Image Segmentation—0
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images—0
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion ModelsCode0
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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