SOTAVerified

Segmentation

Papers

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Showing 4126–4150 of 13072 papers

TitleStatusHype
Lumbar spine segmentation in MR images: a dataset and a public benchmarkCode1
Fast Segment AnythingCode0
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology—0
Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions—0
Deep Learning Methods for Retinal Blood Vessel Segmentation: Evaluation on Images with Retinopathy of Prematurity—0
Segment Anything Model (SAM) for Radiation Oncology—0
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation—0
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotationsCode1
Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging—0
A spatio-temporal network for video semantic segmentation in surgical videos—0
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot SegmentationCode1
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS—0
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation—0
Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field—0
Multi-task 3D building understanding with multi-modal pretraining—0
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic SegmentationCode1
Towards Better Certified Segmentation via Diffusion ModelsCode0
Diffusion Models for Open-Vocabulary Segmentation—0
Infrastructure Crack Segmentation: Boundary Guidance Method and Benchmark DatasetCode0
Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions—0
Learnable Weight Initialization for Volumetric Medical Image SegmentationCode1
2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly DetectionCode2
Robustness Analysis on Foundational Segmentation Models—0
Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware Multi-class Segmentation and Topology-guided Iterative Learning—0
Text Promptable Surgical Instrument Segmentation with Vision-Language ModelsCode1
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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