SOTAVerified

Semantic Segmentation

Papers

Showing 1155111600 of 14763 papers

TitleStatusHype
A Finite Element Computational Framework for Active Contours on Graphs0
A First Derivative Potts Model for Segmentation and Denoising Using ILP0
A Formal Evaluation of PSNR as Quality Measurement Parameter for Image Segmentation Algorithms0
A Formalization of Image Vectorization by Region Merging0
A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation0
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning0
A Framework of Landsat-8 Band Selection based on UMDA for Deforestation Detection0
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation0
A fully automated framework for lung tumour detection, segmentation and analysis0
A fully automated urban PV parameterization framework for improved estimation of energy production profiles0
A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds0
A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images0
A General Framework for Complex Network-Based Image Segmentation0
A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation0
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation0
A Generative Model for Parts-based Object Segmentation0
A Generative Victim Model for Segmentation0
A Gentle Introduction to Deep Learning in Medical Image Processing0
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries0
Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation0
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions0
Aggregation With Feature Detection0
A Global Constraint to Improve CT Reconstruction Under Non-Ideal Conditions0
A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model0
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation0
A Graph Matching Perspective With Transformers on Video Instance Segmentation0
A Graph Multi-separator Problem for Image Segmentation0
Agriculture-Vision Challenge 2024 -- The Runner-Up Solution for Agricultural Pattern Recognition via Class Balancing and Model Ensemble0
AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model0
A High-Order Scheme for Image Segmentation via a modified Level-Set method0
A Histogram Thresholding Improvement to Mask R-CNN for Scalable Segmentation of New and Old Rural Buildings0
A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation0
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection0
A hybrid approach based segmentation technique for brain tumor in MRI Images0
A hybrid approach for improving U-Net variants in medical image segmentation0
A Hybrid mmWave and Camera System for Long-Range Depth Imaging0
A hybrid multi-object segmentation framework with model-based B-splines for microbial single cell analysis0
A Hybrid Semantic-Geometric Approach for Clutter-Resistant Floorplan Generation from Building Point Clouds0
A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection0
A Multi-Source Data Fusion-based Semantic Segmentation Model for Relic Landslide Detection0
A Hyperspectral and RGB Dataset for Building Facade Segmentation0
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy0
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review0
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior0
Interior Object Detection and Color Harmonization0
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking0
AI Driven Road Maintenance Inspection0
AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery0
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth0
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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