SOTAVerified

Segmentation

Papers

Showing 36613670 of 13072 papers

TitleStatusHype
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationCode0
Loci-Segmented: Improving Scene Segmentation LearningCode0
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen SectionsCode0
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic SegmentationCode0
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningCode0
Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer settingCode0
Learn to Segment Retinal Lesions and BeyondCode0
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentationCode0
Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic DataCode0
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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