SOTAVerified

Semantic Segmentation

Papers

Showing 15511600 of 14763 papers

TitleStatusHype
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States CitiesCode1
AugmenTory: A Fast and Flexible Polygon Augmentation LibraryCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware LearningCode1
Deep Projective 3D Semantic SegmentationCode1
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural NetworkCode1
A Unified Framework for U-Net Design and AnalysisCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Deep Learning based Food Instance Segmentation using Synthetic DataCode1
Estimating Model Performance under Domain Shifts with Class-Specific Confidence ScoresCode1
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch AttacksCode1
Event-assisted Low-Light Video Object SegmentationCode1
A Unified Query-based Paradigm for Point Cloud UnderstandingCode1
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
Evidential fully convolutional network for semantic segmentationCode1
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsCode1
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus ImagesCode1
Explain Any Concept: Segment Anything Meets Concept-Based ExplanationCode1
AICSD: Adaptive Inter-Class Similarity Distillation for Semantic SegmentationCode1
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
Deep learning for radar data exploitation of autonomous vehicleCode1
Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsCode1
Auto-Compressing Subset Pruning for Semantic Image SegmentationCode1
Annotation-efficient deep learning for automatic medical image segmentationCode1
A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation ImageryCode1
Deep Label Distribution Learning with Label AmbiguityCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene ContextsCode1
Adversarial Learning for Semi-Supervised Semantic SegmentationCode1
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic SegmentationCode1
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFsCode1
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object SegmentationCode1
Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image SegmentationCode1
A context based deep learning approach for unbalanced medical image segmentationCode1
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D ScansCode1
AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image SegmentationCode1
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant MetricsCode1
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality RobustnessCode1
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesCode1
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain AdaptationCode1
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape DescriptorsCode1
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guideCode1
Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image CaptioningCode1
AIM 2020 Challenge on Image Extreme InpaintingCode1
Deep Instruction Tuning for Segment Anything ModelCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified