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Semantic Segmentation

Papers

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Showing 5801–5825 of 14763 papers

TitleStatusHype
Geometry Aware Field-to-field Transformations for 3D Semantic Segmentation—0
Geometry-Aware Fruit Grasping Estimation for Robotic Harvesting in Orchards—0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement—0
Geodesic Models with Convexity Shape Prior—0
Geometry-Aware Recurrent Neural Networks for Active Visual Recognition—0
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation—0
Contextual Graph Reasoning Networks—0
Geometry in Active Learning for Binary and Multi-class Image Segmentation—0
A tailored Handwritten-Text-Recognition System for Medieval Latin—0
Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning—0
A Formalization of Image Vectorization by Region Merging—0
A Clustering Method Based on Information Entropy Payload—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR—0
A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation—0
A Formal Evaluation of PSNR as Quality Measurement Parameter for Image Segmentation Algorithms—0
Category-Adaptive Domain Adaptation for Semantic Segmentation—0
Context Tricks for Cheap Semantic Segmentation—0
Generic Perceptual Loss for Modeling Structured Output Dependencies—0
A System-driven Automatic Ground Truth Generation Method for DL Inner-City Driving Corridor Detectors—0
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs—0
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts—0
Implicit Surface Contrastive Clustering for LiDAR Point Clouds—0
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation—0
ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention—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