SOTAVerified

Semantic Segmentation

Papers

Showing 62266250 of 14763 papers

TitleStatusHype
Holistic Understanding of 3D Scenes as Universal Scene Description0
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation0
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization0
MetaSketch: Wireless Semantic Segmentation by Metamaterial Surfaces0
HomeRobot Open Vocabulary Mobile Manipulation Challenge 2023 Participant Report (Team KuzHum)0
Constrained Multiview Representation for Self-supervised Contrastive Learning0
Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar Data0
Gaussian Heritage: 3D Digitization of Cultural Heritage with Integrated Object Segmentation0
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation0
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images0
Introducing Hann windows for reducing edge-effects in patch-based image segmentation0
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning0
Gaussian Filter in CRF Based Semantic Segmentation0
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation0
Constrained Dominant sets and Its applications in computer vision0
Gaussian Conditional Random Field Network for Semantic Segmentation0
How can we learn (more) from challenges? A statistical approach to driving future algorithm development0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting0
Uncertainty categories in medical image segmentation: a study of source-related diversity0
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation0
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation0
How Low Can We Go? Pixel Annotation for Semantic Segmentation0
How Object Information Improves Skeleton-based Human Action Recognition in Assembly Tasks0
Introducing Fuzzy Layers for Deep Learning0
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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