SOTAVerified

Segmentation

Papers

Showing 751775 of 13072 papers

TitleStatusHype
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
Annotation-efficient deep learning for automatic medical image segmentationCode1
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal ModelCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic SegmentationCode1
Complementary Network with Adaptive Receptive Fields for Melanoma SegmentationCode1
Constrained unsupervised anomaly segmentationCode1
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patientsCode1
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
AISFormer: Amodal Instance Segmentation with TransformerCode1
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse DataCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Contrastive Grouping with Transformer for Referring Image SegmentationCode1
A Joint Graph and Image Convolution Network for Automatic Brain Tumor SegmentationCode1
Comprehensive segmentation of deep grey nuclei from structural MRI dataCode1
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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