SOTAVerified

Segmentation

Papers

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Showing 4151–4175 of 13072 papers

TitleStatusHype
Self-supervised Pretraining for Cardiovascular Magnetic Resonance Cine SegmentationCode0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
Shape-intensity knowledge distillation for robust medical image segmentationCode0
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationCode0
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control—0
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular MorphologiesCode0
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis—0
Multi-Model Ensemble Approach for Accurate Bi-Atrial Segmentation in LGE-MRI of Atrial Fibrillation Patients—0
Semantics-Controlled Gaussian Splatting for Outdoor Scene Reconstruction and Rendering in Virtual Reality—0
Investigating Gender Bias in Lymph-node Segmentation with Anatomical Priors—0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction—0
Adapting Segment Anything Model for Unseen Object Instance Segmentation—0
ZeroSCD: Zero-Shot Street Scene Change Detection—0
Towards Ground-truth-free Evaluation of Any Segmentation in Medical ImagesCode0
Adenocarcinoma Segmentation Using Pre-trained Swin-UNet with Parallel Cross-Attention for Multi-Domain Imaging—0
Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge—0
CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise—0
Foundation Models for Amodal Video Instance Segmentation in Automated DrivingCode0
Masks and Boxes: Combining the Best of Both Worlds for Multi-Object Tracking—0
Deep Generative Adversarial Network for Occlusion Removal from a Single Image—0
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism—0
Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET ImagingCode0
Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task LearningCode0
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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