SOTAVerified

Segmentation

Papers

Showing 19912000 of 13072 papers

TitleStatusHype
Adaptive Prototype Learning and Allocation for Few-Shot SegmentationCode1
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographsCode1
An Elastic Interaction-Based Loss Function for Medical Image SegmentationCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
Decoder Denoising Pretraining for Semantic SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
DecoupleNet: Decoupled Network for Domain Adaptive Semantic SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance SegmentationCode1
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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