SOTAVerified

Semantic Segmentation

Papers

Showing 69517000 of 14763 papers

TitleStatusHype
Detection of Customer Interested Garments in Surveillance Video using Computer Vision0
Detection of Condensed Vehicle Gas Exhaust in LiDAR Point Clouds0
Detection and Tracking of Liquids with Fully Convolutional Networks0
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning0
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis0
An Advert Creation System for 3D Product Placements0
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery0
Bidirectional Graph Reasoning Network for Panoptic Segmentation0
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes0
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks0
Detecting Reflections by Combining Semantic and Instance Segmentation0
Detecting Novelties with Empty Classes0
Detecting Lane and Road Markings at A Distance with Perspective Transformer Layers0
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders0
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation0
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation0
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation0
Adapting Vision Foundation Models for Plant Phenotyping0
Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches0
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving0
tsmp: An R Package for Time Series with Matrix Profile0
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps0
Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning0
Detecting diabetic retinopathy severity through fundus images using an ensemble of classifiers0
Detecting Deepfake-Forged Contents with Separable Convolutional Neural Network and Image Segmentation0
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation0
Detecting Cadastral Boundary from Satellite Images Using U-Net model0
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation0
Detecting and Learning the Unknown in Semantic Segmentation0
An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation0
Adapting the Segment Anything Model During Usage in Novel Situations0
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis0
Detecting Abnormal Health Conditions in Smart Home Using a Drone0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM0
An Active Contour Model Driven By the Hybrid Signed Pressure Function0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image0
Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation0
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation0
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective0
3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints0
Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly0
Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting0
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks0
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform0
DesnowNet: Context-Aware Deep Network for Snow Removal0
An Accurate Texture Complexity Estimation for Quality-Enhanced and Secure Image Steganography0
Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation0
Design of Real-time Semantic Segmentation Decoder for Automated Driving0
BezierSeg: Parametric Shape Representation for Fast Object Segmentation in Medical Images0
Designing DNNs for a trade-off between robustness and processing performance in embedded devices0
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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