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Semantic Segmentation

Papers

Showing 19111920 of 14763 papers

TitleStatusHype
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass NetworkCode1
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking TasksCode1
JacobiNeRF: NeRF Shaping with Mutual Information GradientsCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
Zero-shot Referring Image Segmentation with Global-Local Context FeaturesCode1
Rethinking Local Perception in Lightweight Vision TransformerCode1
Learning with Explicit Shape Priors for Medical Image SegmentationCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerCode1
Complementary Random Masking for RGB-Thermal Semantic SegmentationCode1
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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