SOTAVerified

Segmentation

Papers

Showing 676700 of 13072 papers

TitleStatusHype
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Constrained unsupervised anomaly segmentationCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic SegmentationCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place SolutionCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
A Likelihood Ratio-Based Approach to Segmenting Unknown ObjectsCode1
Conditional Convolutions for Instance SegmentationCode1
Condition-Invariant Semantic SegmentationCode1
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial ImagesCode1
Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image SegmentationCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement LearningCode1
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021Code1
AlignSeg: Feature-Aligned Segmentation NetworksCode1
Comprehensive segmentation of deep grey nuclei from structural MRI dataCode1
Conditional Boundary Loss for Semantic SegmentationCode1
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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