SOTAVerified

Semantic Segmentation

Papers

Showing 56015650 of 14763 papers

TitleStatusHype
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring ExpressionsCode0
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier ExtensionsCode0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
Log-DenseNet: How to Sparsify a DenseNetCode0
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
Clearing noisy annotations for computed tomography imagingCode0
Advancing ALS Applications with Large-Scale Pre-training: Dataset Development and Downstream AssessmentCode0
ClearGrasp: 3D Shape Estimation of Transparent Objects for ManipulationCode0
Location-aware Upsampling for Semantic SegmentationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTsCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wildCode0
Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic SegmentationCode0
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point RepresentationsCode0
Exploiting Invariance in Training Deep Neural NetworksCode0
Clean Label Disentangling for Medical Image Segmentation with Noisy LabelsCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic StrokeCode0
Localized Adaptive Risk ControlCode0
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic SegmentationCode0
Exploiting Implicit Rigidity Constraints via Weight-Sharing Aggregation for Scene Flow Estimation from Point CloudsCode0
Localized Super Resolution for Foreground Images using U-Net and MR-CNNCode0
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessorCode0
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive SegmentationCode0
AquaSAM: Underwater Image Foreground SegmentationCode0
Exploiting Depth Information for Wildlife MonitoringCode0
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing ImageryCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
Local Context Normalization: Revisiting Local NormalizationCode0
Local-to-Global Self-Attention in Vision TransformersCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Line Graphics Digitization: A Step Towards Full AutomationCode0
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
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
LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial TrainingCode0
Line Detection and Segmentation of Annual Crops Using Hybrid MethodCode0
A Fast Semidefinite Approach to Solving Binary Quadratic ProblemsCode0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Lucid Data Dreaming for Video Object SegmentationCode0
Lightweight integration of 3D features to improve 2D image segmentationCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Lightweight Alpha Matting Network Using Distillation-Based Channel PruningCode0
Classifying point clouds at the facade-level using geometric features and deep learning networksCode0
Light-weight Calibrator: a Separable Component for Unsupervised Domain AdaptationCode0
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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