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Semantic Segmentation

Papers

Showing 28262850 of 14763 papers

TitleStatusHype
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation0
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models0
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
A Point-Based Approach to Efficient LiDAR Multi-Task Perception0
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation0
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds0
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation0
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation0
How to Benchmark Vision Foundation Models for Semantic Segmentation?Code1
Moving Object Segmentation: All You Need Is SAM (and Flow)Code3
Deep Gaussian mixture model for unsupervised image segmentationCode0
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-TrainingCode2
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation0
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation ModelsCode1
A Perspective on Deep Vision Performance with Standard Image and Video Codecs0
Group-On: Boosting One-Shot Segmentation with Supportive Query0
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale ApproachCode1
Boosting Medical Image Segmentation Performance with Adaptive Convolution LayerCode0
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation0
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image MatchingCode1
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial ImagesCode1
Contextrast: Contextual Contrastive Learning for Semantic Segmentation0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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