SOTAVerified

Semantic Segmentation

Papers

Showing 25262550 of 14763 papers

TitleStatusHype
Dense Unsupervised Learning for Video SegmentationCode1
Co-segmentation Inspired Attention Module for Video-based Computer Vision TasksCode1
Depth-aware Object Segmentation and Grasp Detection for Robotic Picking TasksCode1
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic SegmentationCode1
Depth-based 6DoF Object Pose Estimation using Swin TransformerCode1
Co-Scale Conv-Attentional Image TransformersCode1
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image SegmentationCode1
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback SynergyCode1
HCFormer: Unified Image Segmentation with Hierarchical ClusteringCode1
Point-Set Kernel ClusteringCode1
Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy DataCode1
Detect Any Shadow: Segment Anything for Video Shadow DetectionCode1
Detect, consolidate, delineate: scalable mapping of field boundaries using satellite imagesCode1
Clustering Plotted Data by Image SegmentationCode1
Clustering Propagation for Universal Medical Image SegmentationCode1
Detecting Anomalies in Semantic Segmentation with PrototypesCode1
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19Code1
Learnable Weight Initialization for Volumetric Medical Image SegmentationCode1
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
Can SAM Segment Anything? When SAM Meets Camouflaged Object DetectionCode1
CLUSTSEG: Clustering for Universal SegmentationCode1
DETRs with Hybrid MatchingCode1
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationCode1
Human Instance Matting via Mutual Guidance and Multi-Instance RefinementCode1
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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