SOTAVerified

Semantic Segmentation

Papers

Showing 951960 of 14763 papers

TitleStatusHype
Boosting Unsupervised Semantic Segmentation with Principal Mask ProposalsCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
All you need are a few pixels: semantic segmentation with PixelPickCode1
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
Boosting Video Object Segmentation via Space-time Correspondence LearningCode1
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature FusionCode1
Extract Free Dense Labels from CLIPCode1
All in Tokens: Unifying Output Space of Visual Tasks via Soft TokenCode1
Active Label Correction for Semantic Segmentation with Foundation ModelsCode1
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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