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Semantic Segmentation

Papers

Showing 52515275 of 14763 papers

TitleStatusHype
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationCode1
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology ImagesCode1
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds0
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance SegmentationCode1
Materialistic: Selecting Similar Materials in Images0
Matcher: Segment Anything with One Shot Using All-Purpose Feature MatchingCode2
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything ModelCode1
Uncertainty-based Detection of Adversarial Attacks in Semantic SegmentationCode0
Semantic-guided modeling of spatial relation and object co-occurrence for indoor scene recognition0
Restore Anything Pipeline: Segment Anything Meets Image RestorationCode1
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object SegmentationCode0
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations0
P-NOC: adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors0
Coronary Artery Semantic Labeling using Edge Attention Graph Matching Network0
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation0
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions0
A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy0
CM-MaskSD: Cross-Modality Masked Self-Distillation for Referring Image Segmentation0
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea DetectionCode0
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal Organs Towards Robot-assisted Intubation0
When SAM Meets Shadow DetectionCode1
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded SystemsCode1
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models0
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping0
ONE-PEACE: Exploring One General Representation Model Toward Unlimited ModalitiesCode3
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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