SOTAVerified

Segmentation

Papers

Showing 22012210 of 13072 papers

TitleStatusHype
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured MeshesCode1
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
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With SupervoxelsCode1
Improving Semantic Segmentation via Decoupled Body and Edge SupervisionCode1
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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