SOTAVerified

Segmentation

Papers

Showing 52015225 of 13072 papers

TitleStatusHype
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective DetectionCode0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
Guided Machine Learning for power grid segmentationCode0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion SegmentationCode0
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image SegmentationCode0
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic SegmentationCode0
GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on VideoCode0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR SequencesCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steelCode0
Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural NetworkCode0
A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papersCode0
Gray Matter Segmentation in Ultra High Resolution 7 Tesla ex vivo T2w MRI of Human Brain HemispheresCode0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
Boundary Loss for Remote Sensing Imagery Semantic SegmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified