SOTAVerified

Segmentation

Papers

Showing 27312740 of 13072 papers

TitleStatusHype
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point CloudsCode1
LM-Net: A Light-weight and Multi-scale Network for Medical Image SegmentationCode1
Real-time Semantic Segmentation with Fast AttentionCode1
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary CellsCode1
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
FastSurfer -- A fast and accurate deep learning based neuroimaging pipelineCode1
Conditional Convolutions for Instance SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
BoundarySqueeze: Image Segmentation as Boundary SqueezingCode1
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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