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Semantic Segmentation

Papers

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Showing 7026–7050 of 14763 papers

TitleStatusHype
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
Depth-Guided Semi-Supervised Instance Segmentation—0
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks—0
Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics—0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models—0
A Multi-threshold Segmentation Approach Based on Artificial Bee Colony Optimization—0
A multi-task U-net for segmentation with lazy labels—0
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation—0
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation—0
Learning to segment microscopy images with lazy labels—0
Depth-Adapted CNNs for RGB-D Semantic Segmentation—0
DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation—0
Deployment and Analysis of Instance Segmentation Algorithm for In-field Grade Estimation of Sweetpotatoes—0
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation—0
Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling—0
Density-Based Clustering for 3D Object Detection in Point Clouds—0
Beyond Nearest Neighbor Interpolation in Data Augmentation—0
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation—0
Dense Voxel 3D Reconstruction Using a Monocular Event Camera—0
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
A region and category confidence-based multi-task network for carotid ultrasound image segmentation and classification—0
Adapting Segment Anything Model for Unseen Object Instance Segmentation—0
Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields—0
1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask—0
DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified