SOTAVerified

Segmentation

Papers

Showing 36013650 of 13072 papers

TitleStatusHype
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
Light-weight Retinal Layer Segmentation with Global ReasoningCode0
Linear colour segmentation revisitedCode0
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus SegmentationCode0
Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble ModelCode0
Lightweight integration of 3D features to improve 2D image segmentationCode0
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural NetworksCode0
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategiesCode0
LiDAR guided Small obstacle SegmentationCode0
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic SegmentationCode0
Automated Segmentation and Connectivity Analysis for Normal Pressure HydrocephalusCode0
A Context-aware Delayed Agglomeration Framework for Electron Microscopy SegmentationCode0
DADA: Depth-aware Domain Adaptation in Semantic SegmentationCode0
Lexically Grounded Subword SegmentationCode0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic SegmentationCode0
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal DomainsCode0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext TaskCode0
A Contrast-Agnostic Method for Ultra-High Resolution Claustrum SegmentationCode0
D3S -- A Discriminative Single Shot Segmentation TrackerCode0
On the Structures of Representation for the Robustness of Semantic Segmentation to Input CorruptionCode0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial NetworkCode0
Leveraging Latents for Efficient Thermography Classification and SegmentationCode0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single ImageCode0
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imagesCode0
Leveraging GAN Priors for Few-Shot Part SegmentationCode0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
Let Me DeCode You: Decoder Conditioning with Tabular DataCode0
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted MulticutsCode0
Leveraging Self-supervised Denoising for Image SegmentationCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal ModelingCode0
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in SegmentationCode0
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic SegmentationCode0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA ImagesCode0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
Less is Better: A cognitively inspired unsupervised model for language segmentationCode0
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything ModelCode0
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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