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Semantic Segmentation

Papers

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Showing 7751–7775 of 14763 papers

TitleStatusHype
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment—0
Background-Foreground Segmentation for Interior Sensing in Automotive Industry—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Deep Learning Based 3D Segmentation: A Survey—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review—0
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation—0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials—0
Is SAM 2 Better than SAM in Medical Image Segmentation?—0
Deep-Learning-Assisted Analysis of Cataract Surgery Videos—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction—0
Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models—0
ISP Distillation—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
Is Integer Arithmetic Enough for Deep Learning Training?—0
Lightweight Monocular Depth Estimation—0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Deep learning architectures for automated image segmentation—0
Lightweight Road Environment Segmentation using Vector Quantization—0
Deep Learning approach for Classifying Trusses and Runners of Strawberries—0
Is Image Super-resolution Helpful for Other Vision Tasks?—0
iShape: A First Step Towards Irregular Shape Instance Segmentation—0
Light-Weight Vision Transformer with Parallel Local and Global Self-Attention—0
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery—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