SOTAVerified

Segmentation

Papers

Showing 8190 of 13072 papers

TitleStatusHype
MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerCode3
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools SegmentationCode3
nnInteractive: Redefining 3D Promptable SegmentationCode3
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
MA-Net: A Multi-Scale Attention Network for Liver and Tumor SegmentationCode3
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text SegmentationCode3
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything ModelCode3
Personalize Segment Anything Model with One ShotCode3
pix2gestalt: Amodal Segmentation by Synthesizing WholesCode3
GroundGrid:LiDAR Point Cloud Ground Segmentation and Terrain EstimationCode3
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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