SOTAVerified

Segmentation

Papers

Showing 26912700 of 13072 papers

TitleStatusHype
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation MapCode1
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic SegmentationCode1
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotationsCode1
Affinity Fusion Graph-based Framework for Natural Image SegmentationCode1
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound ImagesCode1
CP2: Copy-Paste Contrastive Pretraining for Semantic SegmentationCode1
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly DetectionCode1
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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