SOTAVerified

Segmentation

Papers

Showing 29712980 of 13072 papers

TitleStatusHype
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
Diffusion Model is Secretly a Training-free Open Vocabulary Semantic SegmenterCode1
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASRCode1
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' BlocksCode1
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
Recurrent Generic Contour-based Instance Segmentation with Progressive LearningCode1
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspectiveCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
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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