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Segmentation

Papers

Showing 101110 of 13072 papers

TitleStatusHype
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything ModelCode3
InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentationCode3
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic ModelCode3
GroundGrid:LiDAR Point Cloud Ground Segmentation and Terrain EstimationCode3
FDA: Fourier Domain Adaptation for Semantic SegmentationCode3
Generalized Decoding for Pixel, Image, and LanguageCode3
Emergence of Segmentation with Minimalistic White-Box TransformersCode3
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image SegmentationCode3
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything ModelCode3
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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