SOTAVerified

Segmentation

Papers

Showing 16111620 of 13072 papers

TitleStatusHype
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM20
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation0
Is SAM 2 Better than SAM in Medical Image Segmentation?0
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation0
Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs0
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and MoreCode5
Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation0
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study0
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image SegmentationCode0
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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