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Segmentation

Papers

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Showing 3951–3975 of 13072 papers

TitleStatusHype
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point CloudsCode1
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks—0
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation—0
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureCode2
CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics—0
Frequency-mixed Single-source Domain Generalization for Medical Image SegmentationCode1
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild—0
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving—0
Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions—0
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation—0
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure SegmentationCode2
On Point Affiliation in Feature UpsamplingCode1
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei SegmentationCode1
Multi-Object Discovery by Low-Dimensional Object Motion—0
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point cloudsCode1
Dual-level Interaction for Domain Adaptive Semantic SegmentationCode1
A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation—0
Boundary-weighted logit consistency improves calibration of segmentation networks—0
Multiscale Memory Comparator Transformer for Few-Shot Video SegmentationCode0
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance—0
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
LEST: Large-scale LiDAR Semantic Segmentation with Transformer—0
Attention-Enhanced Co-Interactive Fusion Network (AECIF-Net) for Automated Structural Condition Assessment in Visual InspectionCode0
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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