SOTAVerified

Segmentation

Papers

Showing 33013325 of 13072 papers

TitleStatusHype
Trust, but Verify: Robust Image Segmentation using Deep Learning0
Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image SegmentationCode1
Robust Source-Free Domain Adaptation for Fundus Image SegmentationCode1
S^3-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation0
Gramian Attention Heads are Strong yet Efficient Vision LearnersCode0
Open-NeRF: Towards Open Vocabulary NeRF Decomposition0
Anatomically-aware Uncertainty for Semi-supervised Image SegmentationCode1
Pixel-Level Clustering Network for Unsupervised Image Segmentation0
YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation0
GNeSF: Generalizable Neural Semantic FieldsCode1
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting0
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep LearningCode0
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsCode1
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation0
Towards contrast-agnostic soft segmentation of the spinal cordCode0
MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation0
Multilevel Perception Boundary-guided Network for Breast Lesion Segmentation in Ultrasound Images0
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical ImagesCode2
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality ImagesCode1
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI SegmentationCode0
Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union LearningCode2
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation0
Linguistically Motivated Sign Language 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