SOTAVerified

Semantic Segmentation

Papers

Showing 10811090 of 14763 papers

TitleStatusHype
POT: Prototypical Optimal Transport for Weakly Supervised Semantic SegmentationCode1
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor SegmentationCode1
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation0
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation0
Generative Map Priors for Collaborative BEV Semantic Segmentation0
Decoupled Motion Expression Video Segmentation0
Mamba-Reg: Vision Mamba Also Needs Registers0
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation0
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation0
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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