SOTAVerified

Semantic Segmentation

Papers

Showing 34013410 of 14763 papers

TitleStatusHype
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
Decoupling Common and Unique Representations for Multimodal Self-supervised LearningCode1
Interactive Object Segmentation With Inside-Outside GuidanceCode1
Interactive Object Segmentation in 3D Point CloudsCode1
Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel ImagesCode1
Deep Active Learning for Axon-Myelin Segmentation on Histology DataCode1
Deep Variational Instance SegmentationCode1
Interactive Video Object Segmentation Using Global and Local Transfer ModulesCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and RecoveryCode1
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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