SOTAVerified

Segmentation

Papers

Showing 34763500 of 13072 papers

TitleStatusHype
3D SA-UNet: 3D Spatial Attention UNet with 3D ASPP for White Matter Hyperintensities SegmentationCode0
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional NetworksCode0
Deep Placental Vessel Segmentation for Fetoscopic MosaickingCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Loci-Segmented: Improving Scene Segmentation LearningCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
All about Structure: Adapting Structural Information across Domains for Boosting Semantic SegmentationCode0
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT SegmentationCode0
Decoupled Deep Neural Network for Semi-supervised Semantic SegmentationCode0
Location-aware Upsampling for Semantic SegmentationCode0
DECOR-NET: A COVID-19 Lung Infection Segmentation Network Improved by Emphasizing Low-level Features and Decorrelating FeaturesCode0
Automatic Brain Tumor Segmentation using Cascaded Anisotropic Convolutional Neural NetworksCode0
A Multimodal Corpus of Expert Gaze and Behavior during Phonetic Segmentation TasksCode0
Deep Reinforcement Learning for Surgical Gesture Segmentation and ClassificationCode0
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete ModalitiesCode0
Deep Residual Learning for Instrument Segmentation in Robotic SurgeryCode0
Deconver: A Deconvolutional Network for Medical Image SegmentationCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
Multilingual Email ZoningCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Deep Segmentation and Registration in X-Ray Angiography VideoCode0
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving VideosCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
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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