SOTAVerified

Semantic Segmentation

Papers

Showing 441450 of 14763 papers

TitleStatusHype
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical ImageCode2
ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control SystemsCode2
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic SegmentationCode2
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature FieldsCode2
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary ConstraintsCode2
Hulk: A Universal Knowledge Translator for Human-Centric TasksCode2
TransNeXt: Robust Foveal Visual Perception for Vision TransformersCode2
SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose EstimationCode2
Adapter is All You Need for Tuning Visual TasksCode2
OneFormer3D: One Transformer for Unified Point Cloud SegmentationCode2
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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