SOTAVerified

Segmentation

Papers

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Showing 3851–3900 of 13072 papers

TitleStatusHype
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans—0
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images—0
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation—0
Synthetic Instance Segmentation from Semantic Image Segmentation MasksCode1
Dynamic Token Pruning in Plain Vision Transformers for Semantic SegmentationCode1
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip FusionCode1
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation—0
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding—0
LISA: Reasoning Segmentation via Large Language ModelCode4
Boundary Difference Over Union Loss For Medical Image SegmentationCode1
Hierarchical Semi-Supervised Learning Framework for Surgical Gesture Segmentation and Recognition Based on Multi-Modality Data—0
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation—0
SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation—0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
Identification of Driving Heterogeneity using Action-chains—0
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation—0
DPMix: Mixture of Depth and Point Cloud Video Experts for 4D Action Segmentation—0
A hybrid approach for improving U-Net variants in medical image segmentation—0
Audio-Visual Segmentation by Exploring Cross-Modal Mutual Semantics—0
Contrastive Conditional Latent Diffusion for Audio-visual SegmentationCode0
Towards Imbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation—0
Transferable Attack for Semantic SegmentationCode0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
Unsupervised Decomposition Networks for Bias Field Correction in MR ImageCode0
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class EmbeddingCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 ChallengesCode1
Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance—0
LOTUS: Learning to Optimize Task-based US representationsCode1
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
XMem++: Production-level Video Segmentation From Few Annotated FramesCode2
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
A Multi-Scale Recurrent Framework for Motion Segmentation With Event CameraCode0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR imagesCode0
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging DataCode0
Adaptive Segmentation Network for Scene Text Detection—0
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationCode1
A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors—0
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance LearningCode1
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
Clustering based Point Cloud Representation Learning for 3D AnalysisCode1
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks—0
Deepfake Image Generation for Improved Brain Tumor Segmentation—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