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Semantic Segmentation

Papers

Showing 28012810 of 14763 papers

TitleStatusHype
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial ImagesCode1
Dilated convolution with learnable spacingsCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net modelsCode1
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
Reliable Propagation-Correction Modulation for Video Object SegmentationCode1
Label-Efficient Semantic Segmentation with Diffusion ModelsCode1
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentationCode1
Joint Learning of Localized Representations from Medical Images and ReportsCode1
LAVT: Language-Aware Vision Transformer for Referring Image 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
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