SOTAVerified

Segmentation

Papers

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Showing 7901–7925 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
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning—0
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network—0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
Multi-task UNet architecture for end-to-end autonomous driving—0
Quality monitoring of federated Covid-19 lesion segmentation—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
Self-Ensembling GAN for Cross-Domain Semantic SegmentationCode0
Structure-Aware Image Segmentation with Homotopy Warping—0
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
Optimizing Edge Detection for Image Segmentation with Multicut Penalties—0
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic SurgeryCode0
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer—0
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation—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
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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