SOTAVerified

Segmentation

Papers

Showing 35313540 of 13072 papers

TitleStatusHype
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review0
A Comparative Tutorial of the Histogram-based Image Segmentation Methods0
Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field0
Audio Visual Segmentation Through Text EmbeddingsCode0
Clinical Inspired MRI Lesion Segmentation0
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRICode0
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction0
DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans0
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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