SOTAVerified

Segmentation

Papers

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Showing 7901–7950 of 13072 papers

TitleStatusHype
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-raysCode0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts—0
Quality monitoring of federated Covid-19 lesion segmentation—0
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning—0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network—0
Multi-task UNet architecture for end-to-end autonomous driving—0
M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search—0
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal DomainsCode0
Structure-Aware Image Segmentation with Homotopy Warping—0
Self-Ensembling GAN for Cross-Domain Semantic SegmentationCode0
RA V-Net: Deep learning network for automated liver segmentation—0
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset—0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation—0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
gACSON software for automated segmentation and morphology analyses of myelinated axons in 3D electron microscopyCode0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic SurgeryCode0
Optimizing Edge Detection for Image Segmentation with Multicut Penalties—0
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation—0
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer—0
A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation—0
Deep Level Set for Box-supervised Instance Segmentation in Aerial ImagesCode0
Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views—0
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding—0
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey—0
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples—0
Automated volumetric and statistical shape assessment of cam-type morphology of the femoral head-neck region from 3D magnetic resonance images—0
Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows—0
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation—0
End-to-End Segmentation via Patch-wise Polygons Prediction—0
MSP : Refine Boundary Segmentation via Multiscale Superpixel—0
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT -- An Investigation of Potential Improvement—0
Putting 3D Spatially Sparse Networks on a Diet—0
The Second Place Solution for ICCV2021 VIPriors Instance Segmentation Challenge—0
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
"Just Drive": Colour Bias Mitigation for Semantic Segmentation in the Context of Urban DrivingCode0
SCNet: A Generalized Attention-based Model for Crack Fault Segmentation—0
Looking Beyond Single Images for Contrastive Semantic Segmentation Learning—0
Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas—0
Automatic segmentation of the femur and tibia bones from X-ray images based on pure dilated residual U-NetCode0
Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation—0
Interpretable Deep Learning-Based Forensic Iris Segmentation and RecognitionCode0
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation—0
Contrastive Instance Association for 4D Panoptic Segmentation using Sequences of 3D LiDAR ScansCode0
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding—0
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks—0
Improving the Segmentation of Pediatric Low-Grade Gliomas through Multitask Learning—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