SOTAVerified

Semantic Segmentation

Papers

Showing 56515700 of 14763 papers

TitleStatusHype
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wildCode0
Localized Super Resolution for Foreground Images using U-Net and MR-CNNCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Localized Adaptive Risk ControlCode0
Location-aware Upsampling for Semantic SegmentationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
Gated Channel Transformation for Visual RecognitionCode0
Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segmentCode0
Local Context Normalization: Revisiting Local NormalizationCode0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
Gated-SCNN: Gated Shape CNNs for Semantic SegmentationCode0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial TrainingCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Classifying point clouds at the facade-level using geometric features and deep learning networksCode0
Line Graphics Digitization: A Step Towards Full AutomationCode0
The State of Computer Vision Research in AfricaCode0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
Classification of Point Cloud Scenes with Multiscale Voxel Deep NetworkCode0
Expectation-Maximization Attention Networks for Semantic SegmentationCode0
Line Detection and Segmentation of Annual Crops Using Hybrid MethodCode0
Abstracted Gaussian Prototypes for One-Shot Concept LearningCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Light-weight Calibrator: a Separable Component for Unsupervised Domain AdaptationCode0
Lightweight Alpha Matting Network Using Distillation-Based Channel PruningCode0
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural NetworksCode0
Lightweight integration of 3D features to improve 2D image segmentationCode0
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic SegmentationCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
LiDAR guided Small obstacle SegmentationCode0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
A Preliminary Study of Deep Learning Sensor Fusion for Pedestrian DetectionCode0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian OperationsCode0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
Class-Based Styling: Real-time Localized Style Transfer with Semantic SegmentationCode0
Leveraging Self-supervised Denoising for Image SegmentationCode0
Leveraging image captions for selective whole slide image annotationCode0
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasetsCode0
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted MulticutsCode0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic UnderstandingCode0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
Let's take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model EstimationCode0
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic SegmentationCode0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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