SOTAVerified

Segmentation

Papers

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Showing 8201–8250 of 13072 papers

TitleStatusHype
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships—0
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation—0
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation—0
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation—0
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text—0
A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging—0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology—0
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation—0
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art—0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling—0
Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation—0
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI—0
CASNet: Common Attribute Support Network for image instance and panoptic segmentation—0
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation—0
Outline Objects using Deep Reinforcement Learning—0
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes—0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
A Novel Retinal Vessel Segmentation Based On Histogram Transformation Using 2-D Morlet Wavelet and Supervised Classification—0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
Outlier Guided Optimization of Abdominal Segmentation—0
Outlier-Robust Convex Segmentation—0
Case Studies on using Natural Language Processing Techniques in Customer Relationship Management Software—0
Otsu based Differential Evolution Method for Image Segmentation—0
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis—0
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance—0
Our Neural Machine Translation Systems for WAT 2019—0
Outline-Guided Object Inpainting with Diffusion Models—0
Overcoming Resistance: The Normalization of an Amazonian Tribal Language—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems—0
A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation—0
A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images—0
OSIS: Efficient One-stage Network for 3D Instance Segmentation—0
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions—0
Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes—0
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism—0
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery—0
Cascaded V-Net using ROI masks for brain tumor segmentation—0
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification—0
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images—0
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy—0
Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation—0
Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation—0
A Novel Method for Automatic Segmentation of Brain Tumors in MRI Images—0
Exploring Context with Deep Structured models for Semantic Segmentation—0
Exploring and Exploiting Diversity for Image Segmentation—0
Exploring 3D U-Net Training Configurations and Post-Processing Strategies for the MICCAI 2023 Kidney and Tumor Segmentation Challenge—0
Cascaded Interactional Targeting Network for Egocentric Video Analysis—0
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction—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