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Semantic Segmentation

Papers

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Showing 1271–1280 of 14763 papers

TitleStatusHype
UNet++ and LSTM combined approach for Breast Ultrasound Image Segmentation—0
Integrating YOLO11 and Convolution Block Attention Module for Multi-Season Segmentation of Tree Trunks and Branches in Commercial Apple Orchards—0
Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning—0
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images—0
FogROS2-FT: Fault Tolerant Cloud Robotics—0
Video Decomposition Prior: A Methodology to Decompose Videos into Layers—0
Unsupervised Segmentation by Diffusing, Walking and Cutting—0
DreamColour: Controllable Video Colour Editing without TrainingCode2
Text Change Detection in Multilingual Documents Using Image Comparison—0
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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