SOTAVerified

Segmentation

Papers

Showing 761770 of 13072 papers

TitleStatusHype
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patientsCode1
Complementary Network with Adaptive Receptive Fields for Melanoma 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
AISFormer: Amodal Instance Segmentation with TransformerCode1
Continual Learning for Image Segmentation with Dynamic QueryCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image 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