SOTAVerified

Segmentation

Papers

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Showing 3526–3550 of 13072 papers

TitleStatusHype
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics—0
Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models—0
Monitoring snow avalanches from SAR data with deep learning—0
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
A Comparative Tutorial of the Histogram-based Image Segmentation Methods—0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field—0
Audio Visual Segmentation Through Text EmbeddingsCode0
Clinical Inspired MRI Lesion Segmentation—0
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRICode0
DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks—0
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction—0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes—0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation—0
Vision Foundation Models in Medical Image Analysis: Advances and Challenges—0
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans—0
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model—0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation—0
Event Segmentation Applications in Large Language Model Enabled Automated Recall Assessments—0
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations—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