SOTAVerified

Segmentation

Papers

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Showing 7651–7675 of 13072 papers

TitleStatusHype
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond—0
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation—0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision—0
EyeLoveGAN: Exploiting domain-shifts to boost network learning with cycleGANs—0
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production—0
All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators—0
Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients—0
CEU-Net: Ensemble Semantic Segmentation of Hyperspectral Images Using Clustering—0
Boosting Mask R-CNN Performance for Long, Thin Forensic Traces with Pre-Segmentation and IoU Region Merging—0
An Efficient Polyp Segmentation Network—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—0
Contrastive Enhancement Using Latent Prototype for Few-Shot SegmentationCode0
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers—0
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers—0
Depth-SIMS: Semi-Parametric Image and Depth Synthesis—0
On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation—0
Joint brain tumor segmentation from multi MR sequences through a deep convolutional neural network—0
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network—0
A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging—0
Cartoon-texture evolution for two-region image segmentation—0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images—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