SOTAVerified

Semantic Segmentation

Papers

Showing 1180111850 of 14763 papers

TitleStatusHype
Unsupervised Segmentation by Diffusing, Walking and Cutting0
Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks0
Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning0
Unsupervised semantic segmentation of urban high-density multispectral point clouds0
Unsupervised Spiking Instance Segmentation on Event Data using STDP0
Unsupervised Text Extraction from G-Maps0
Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation0
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation0
Unsupervised Video Object Segmentation with Motion-based Bilateral Networks0
Unsupervised Video Object Segmentation with Joint Hotspot Tracking0
Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning0
Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning0
Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation0
CamoFA: A Learnable Fourier-based Augmentation for Camouflage Segmentation0
UOLO - automatic object detection and segmentation in biomedical images0
UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery0
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion0
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation0
UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models0
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction0
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation0
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs0
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation0
USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network0
Use square root affinity to regress labels in semantic segmentation0
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation0
Using CNNs For Users Segmentation In Video See-Through Augmented Virtuality0
Using Deep Learning to Count Albatrosses from Space0
Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage0
Using Diffusion Priors for Video Amodal Segmentation0
Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation0
Using GANs to Augment Data for Cloud Image Segmentation Task0
Using Graph Neural Networks for Program Termination0
Using Image Priors to Improve Scene Understanding0
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks0
Using Out-of-the-Box Frameworks for Contrastive Unpaired Image Translation for Vestibular Schwannoma and Cochlea Segmentation: An approach for the crossMoDA Challenge0
Exploring the parameter reusability of CNN0
Using Soft Labels to Model Uncertainty in Medical Image Segmentation0
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology0
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants0
Using the Split Bregman Algorithm to Solve the Self-repelling Snake Model0
US-net for robust and efficient nuclei instance segmentation0
USTC FLICAR: A Sensors Fusion Dataset of LiDAR-Inertial-Camera for Heavy-duty Autonomous Aerial Work Robots0
Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions0
Utilizing Semantic Visual Landmarks for Precise Vehicle Navigation0
Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers0
UVIS: Unsupervised Video Instance Segmentation0
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation0
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images0
Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis0
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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