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Semantic Segmentation

Papers

Showing 53515375 of 14763 papers

TitleStatusHype
Segmentation of the veterinary cytological images for fast neoplastic tumors diagnosis0
Living in a Material World: Learning Material Properties from Full-Waveform Flash Lidar Data for Semantic Segmentation0
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image SegmentationCode1
Prompt What You Need: Enhancing Segmentation in Rainy Scenes with Anchor-based Prompting0
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation0
White Matter Hyperintensities Segmentation Using Probabilistic TransUNet0
Semantic Segmentation using Vision Transformers: A survey0
MAF-Net: Multiple attention-guided fusion network for fundus vascular image segmentation0
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural NetworkCode0
Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
HAISTA-NET: Human Assisted Instance Segmentation Through Attention0
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with UncertaintyCode1
Smaller3d: Smaller Models for 3D Semantic Segmentation Using Minkowski Engine and Knowledge Distillation MethodsCode0
UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery0
Personalize Segment Anything Model with One ShotCode3
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture0
OctFormer: Octree-based Transformers for 3D Point CloudsCode2
Mitigating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation0
Point2Tree(P2T) -- framework for parameter tuning of semantic and instance segmentation used with mobile laser scanning data in coniferous forest0
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation0
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything ModelCode2
Mci-net: multi-scale context integrated network for liver ct image segmentationCode0
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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