SOTAVerified

Segmentation

Papers

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Showing 3776–3800 of 13072 papers

TitleStatusHype
Teeth And Root Canals Segmentation Using ZXYFormer With Uncertainty Guidance And Weight Transfer—0
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks—0
When Deep Learning Meets Multi-Task Learning in SAR ATR: Simultaneous Target Recognition and Segmentation—0
Automated Ensemble-Based Segmentation of Adult Brain Tumors: A Novel Approach Using the BraTS AFRICA Challenge Data—0
A Unified Query-based Paradigm for Camouflaged Instance SegmentationCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets—0
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human LifespanCode0
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic Volumes—0
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation?Code1
SegPrompt: Boosting Open-world Segmentation via Category-level Prompt LearningCode1
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-ShotCode1
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
A Secure and Disambiguating Approach for Generative Linguistic SteganographyCode0
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild—0
CATS v2: Hybrid encoders for robust medical segmentationCode0
Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic SegmentationCode0
FoodSAM: Any Food SegmentationCode1
Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding—0
Multi-scale Multi-site Renal Microvascular Structures Segmentation for Whole Slide Imaging in Renal Pathology—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning—0
The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions—0
Pseudo-label Alignment for Semi-supervised Instance SegmentationCode1
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified