SOTAVerified

Semantic Segmentation

Papers

Showing 1105111075 of 14763 papers

TitleStatusHype
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation0
Learning pose variations within shape population by constrained mixtures of factor analyzers0
Instance segmentation of buildings using keypoints0
Dilated Convolutions with Lateral Inhibitions for Semantic Image SegmentationCode0
Equivariant Maps for Hierarchical Structures0
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection0
Visual Transformers: Token-based Image Representation and Processing for Computer VisionCode1
RIT-Eyes: Rendering of near-eye images for eye-tracking applications0
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks0
Bayesian optimization for modular black-box systems with switching costs0
Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions0
LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation0
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
Uncertainty quantification in medical image segmentation with normalizing flowsCode1
Severability of mesoscale components and local time scales in dynamical networksCode0
Pathological myopia classification with simultaneous lesion segmentation using deep learning0
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Computer Vision for Recognition of Materials and Vessels in Chemistry Lab Settings and the Vector-LabPics Data Set0
A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing imagesCode1
CenterMask: Real-Time Anchor-Free Instance SegmentationCode1
Interactive Object Segmentation With Inside-Outside GuidanceCode1
Interactive Image Segmentation With First Click AttentionCode0
Deep Structure-Revealed Network for Texture Recognition0
Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsCode1
End-to-End 3D Point Cloud Instance Segmentation Without Detection0
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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