SOTAVerified

Segmentation

Papers

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Showing 5876–5900 of 13072 papers

TitleStatusHype
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks—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
Teeth And Root Canals Segmentation Using ZXYFormer With Uncertainty Guidance And Weight Transfer—0
CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets—0
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
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild—0
Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic SegmentationCode0
A Secure and Disambiguating Approach for Generative Linguistic SteganographyCode0
CATS v2: Hybrid encoders for robust medical segmentationCode0
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
Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding—0
Category Feature Transformer for Semantic SegmentationCode0
The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions—0
Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning—0
Scene-Generalizable Interactive Segmentation of Radiance Fields—0
SegMatch: A semi-supervised learning method for surgical instrument segmentation—0
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores—0
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors—0
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation—0
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation—0
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation—0
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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