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Semantic Segmentation

Papers

Showing 61266150 of 14763 papers

TitleStatusHype
Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle0
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing0
gen2seg: Generative Models Enable Generalizable Instance Segmentation0
Content-aware Directed Propagation Network with Pixel Adaptive Kernel Attention0
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation0
Hierarchical Piecewise-Constant Super-regions0
Hierarchical pixel clustering for image segmentation0
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image0
Hierarchical Pyramid Representations for Semantic Segmentation0
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks0
Counting the uncountable: deep semantic density estimation from Space0
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework0
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation0
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels0
Hierarchical semantic segmentation using modular convolutional neural networks0
Hierarchical Semantic Segmentation using Psychometric Learning0
Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation0
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization0
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation0
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time0
A Closed-Loop System for Improving Annotation Quality and Efficiency0
Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks0
HierVL: Semi-Supervised Segmentation leveraging Hierarchical Vision-Language Synergy with Dynamic Text-Spatial Query Alignment0
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction0
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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