SOTAVerified

Semantic Segmentation

Papers

Showing 20812090 of 14763 papers

TitleStatusHype
Calibrated Adversarial Refinement for Stochastic Semantic SegmentationCode1
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic SegmentationCode1
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor ScenesCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
DIDFuse: Deep Image Decomposition for Infrared and Visible Image FusionCode1
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic 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
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