SOTAVerified

Segmentation

Papers

Showing 94519500 of 13072 papers

TitleStatusHype
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring0
From CNN to Transformer: A Review of Medical Image Segmentation Models0
From colouring-in to pointillism: revisiting semantic segmentation supervision0
Assessing the generalization performance of SAM for ureteroscopy scene understanding0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments0
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments0
From Image-level to Pixel-level Labeling with Convolutional Networks0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation0
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI0
From Raw Text to Universal Dependencies - Look, No Tags!0
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding0
From Registration Uncertainty to Segmentation Uncertainty0
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge0
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention0
From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction0
From Shadow Segmentation to Shadow Removal0
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT0
From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation0
From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions0
A2D2: Audi Autonomous Driving Dataset0
From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation0
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery0
Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI0
MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic Segmentation0
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards0
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline0
Frustration Level Annotation in Latvian Tweets with Non-Lexical Means of Expression0
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation0
FSNet: A Failure Detection Framework for Semantic Segmentation0
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures0
MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds0
Full Body Video-Based Self-Avatars for Mixed Reality: from E2E System to User Study0
ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources0
A spatio-temporal network for video semantic segmentation in surgical videos0
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation0
Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns0
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications0
MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis0
FullStop:Punctuation and Segmentation Prediction for Dutch with Transformers0
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning0
A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound Videos0
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks0
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies0
A Sparse Graph Formulation for Efficient Spectral Image Segmentation0
Fully Automated Left Atrium Segmentation from Anatomical Cine Long-axis MRI Sequences using Deep Convolutional Neural Network with Unscented Kalman Filter0
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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