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Semantic Segmentation

Papers

Showing 961970 of 14763 papers

TitleStatusHype
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation ProblemsCode1
3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image SegmentationCode1
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
Delving into the Cyclic Mechanism in Semi-supervised Video Object SegmentationCode1
On the Connection between Local Attention and Dynamic Depth-wise ConvolutionCode1
Active Label Correction for Semantic Segmentation with Foundation ModelsCode1
Extract Free Dense Labels from CLIPCode1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
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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