SOTAVerified

Segmentation

Papers

Showing 35013510 of 13072 papers

TitleStatusHype
Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning0
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art0
Label-Efficient LiDAR Panoptic Segmentation0
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning0
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment0
A comprehensive and reliable protocol for manual segmentation of the human claustrum using high-resolution MRI0
OnlineAnySeg: Online Zero-Shot 3D Segmentation by Visual Foundation Model Guided 2D Mask Merging0
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation0
Training-Free Dataset Pruning for Instance SegmentationCode0
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations0
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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