SOTAVerified

Segmentation

Papers

Showing 251260 of 13072 papers

TitleStatusHype
LaSagnA: Language-based Segmentation Assistant for Complex QueriesCode2
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic SegmentationCode2
ViM-UNet: Vision Mamba for Biomedical SegmentationCode2
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differencesCode2
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image SegmentationCode2
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular StructuresCode2
Samba: Semantic Segmentation of Remotely Sensed Images with State Space ModelCode2
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationCode2
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse PromptsCode2
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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