SOTAVerified

Semantic Segmentation

Papers

Showing 16011625 of 14763 papers

TitleStatusHype
Interactive 3D Medical Image Segmentation with SAM 2Code1
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble SupervisionCode1
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States CitiesCode1
Class Tokens Infusion for Weakly Supervised Semantic SegmentationCode1
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image SegmentationCode1
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped WindowsCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
CTNet: Context-based Tandem Network for Semantic SegmentationCode1
AI Playground: Unreal Engine-based Data Ablation Tool for Deep LearningCode1
CTVIS: Consistent Training for Online Video Instance SegmentationCode1
FreePoint: Unsupervised Point Cloud Instance SegmentationCode1
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion ModelCode1
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene UnderstandingCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable FeaturesCode1
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image SegmentationCode1
Class Adaptive Network CalibrationCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
ELSA: Enhanced Local Self-Attention for Vision TransformerCode1
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRICode1
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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