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Semantic Segmentation

Papers

Showing 31913200 of 14763 papers

TitleStatusHype
Dynamic Convolution for 3D Point Cloud Instance SegmentationCode1
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial ImagesCode1
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape DescriptorsCode1
Dynamic Dictionary Learning for Remote Sensing Image SegmentationCode1
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped WindowsCode1
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
Deformable Kernel Networks for Joint Image FilteringCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
Zero-Shot Semantic SegmentationCode1
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
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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