SOTAVerified

Segmentation

Papers

Showing 26512700 of 13072 papers

TitleStatusHype
A Spatial Guided Self-supervised Clustering Network for Medical Image SegmentationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionCode1
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation?Code1
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
Position-prior Clustering-based Self-attention Module for Knee Cartilage SegmentationCode1
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative GroundingCode1
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patientsCode1
PraNet: Parallel Reverse Attention Network for Polyp SegmentationCode1
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image SegmentationCode1
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Comparing Hysteresis Comparator and RMS Threshold Methods for Automatic Single Cough SegmentationsCode1
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image SegmentationCode1
ASQuery: A Query-based Model for Action SegmentationCode1
Primitive Geometry Segment Pre-training for 3D Medical Image SegmentationCode1
Event-Based Motion Segmentation by Motion CompensationCode1
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
3D Indoor Instance Segmentation in an Open-WorldCode1
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
Evidential segmentation of 3D PET/CT imagesCode1
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge DevicesCode1
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
Expectation Maximization Pseudo LabelsCode1
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuningCode1
Probabilistic Attention for Interactive SegmentationCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
Progressive Semantic SegmentationCode1
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasoundCode1
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic SegmentationCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
Affinity Attention Graph Neural Network for Weakly Supervised Semantic SegmentationCode1
Complementary Network with Adaptive Receptive Fields for Melanoma SegmentationCode1
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
Linear Segmentation and Segment SignificanceCode1
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image SegmentationCode1
Exploring Long-Sequence Masked AutoencodersCode1
Affinity Fusion Graph-based Framework for Natural Image SegmentationCode1
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation MapCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
Exploring Robustness of Unsupervised Domain Adaptation in Semantic SegmentationCode1
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware AlignmentCode1
Lidar Annotation Is All You NeedCode1
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Benchmark Results

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