SOTAVerified

Segmentation

Papers

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Showing 8251–8275 of 13072 papers

TitleStatusHype
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation—0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning—0
PAENet: A Progressive Attention-Enhanced Network for 3D to 2D Retinal Vessel Segmentation—0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation—0
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder—0
Multi-task learning from fixed-wing UAV images for 2D/3D city modeling—0
Semantic Scene Segmentation for Robotics Applications—0
An Effective Pixel-Wise Approach for Skin Colour Segmentation Using Pixel Neighbourhood Technique—0
Data-driven predictive control with improved performance using segmented trajectories—0
Image-free single-pixel segmentation—0
Self-Regulation for Semantic Segmentation—0
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat RecognitionCode0
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten ManuscriptsCode0
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application—0
Detecting and Segmenting Adversarial Graphics Patterns from Images—0
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation—0
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation—0
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey—0
Generating Superpixels for High-resolution Images with Decoupled Patch Calibration—0
FSNet: A Failure Detection Framework for Semantic Segmentation—0
Few-shot Segmentation with Optimal Transport Matching and Message Flow—0
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision—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