SOTAVerified

Segmentation

Papers

Showing 12511300 of 13072 papers

TitleStatusHype
A Three-Stage Self-Training Framework for Semi-Supervised Semantic SegmentationCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention MechanismCode1
Adversarial Policy Gradient for Deep Learning Image AugmentationCode1
Argmax Flows and Multinomial Diffusion: Learning Categorical DistributionsCode1
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
DAN: a Segmentation-free Document Attention Network for Handwritten Document RecognitionCode1
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray imagesCode1
Data Efficient 3D Learner via Knowledge Transferred from 2D ModelCode1
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image SegmentationCode1
Adversarial Segmentation Loss for Sketch ColorizationCode1
DB-SAM: Delving into High Quality Universal Medical Image SegmentationCode1
DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domainsCode1
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion ModelsCode1
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing ImagesCode1
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-ResolutionCode1
DEAL: Difficulty-aware Active Learning for Semantic SegmentationCode1
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
DecoupleNet: Decoupled Network for Domain Adaptive Semantic SegmentationCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio BroadcastCode1
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
CoReS: Orchestrating the Dance of Reasoning and SegmentationCode1
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
ASAP-Net: Attention and Structure Aware Point Cloud Sequence SegmentationCode1
Cooperative Self-Training for Multi-Target Adaptive Semantic SegmentationCode1
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT ImagesCode1
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CTCode1
Deep Projective 3D Semantic SegmentationCode1
DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR ImagesCode1
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue SegmentationCode1
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot SegmentationCode1
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
A Probabilistic U-Net for Segmentation of Ambiguous ImagesCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive PropertiesCode1
Contrastive Grouping with Transformer for Referring Image SegmentationCode1
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
AeroPath: An airway segmentation benchmark dataset with challenging pathologyCode1
Delving into the Cyclic Mechanism in Semi-supervised Video Object SegmentationCode1
AeroReformer: Aerial Referring Transformer for UAV-based Referring Image SegmentationCode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
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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