SOTAVerified

Segmentation

Papers

Showing 15111520 of 13072 papers

TitleStatusHype
Annotation-efficient deep learning for automatic medical image segmentationCode1
GANSeg: Learning to Segment by Unsupervised Hierarchical Image GenerationCode1
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal ModelCode1
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI DataCode1
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
General and Task-Oriented Video SegmentationCode1
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentationsCode1
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack SegmentationCode1
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV InspectionsCode1
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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