SOTAVerified

Segmentation

Papers

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Showing 12701–12750 of 13072 papers

TitleStatusHype
Improving Speech Translation Accuracy and Time Efficiency with Fine-tuned wav2vec 2.0-based Speech SegmentationCode0
Amodal Instance Segmentation With KINS DatasetCode0
A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity AssessmentCode0
Improving the generalizability of convolutional neural network-based segmentation on CMR imagesCode0
DeepMerge: Deep-Learning-Based Region-Merging for Image SegmentationCode0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image PatternsCode0
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 ChallengeCode0
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural NetworksCode0
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRICode0
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to AutoencodersCode0
Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy ImagesCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel SegmentationCode0
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband ItemsCode0
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion EnhancementCode0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting FramesCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
Deeply Supervised Active Learning for Finger Bones SegmentationCode0
Deep Level Set for Box-supervised Instance Segmentation in Aerial ImagesCode0
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse EncoderCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor SegmentationCode0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic SegmentationCode0
A mirror-Unet architecture for PET/CT lesion segmentationCode0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
Frontal Low-rank Random Tensors for Fine-grained Action SegmentationCode0
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery VideoCode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
Incorporating Word Attention into Character-Based Word SegmentationCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & PracticeCode0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual PromptCode0
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion ModelsCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
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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