SOTAVerified

Semantic Segmentation

Papers

Showing 42764300 of 14763 papers

TitleStatusHype
Win-Win: Training High-Resolution Vision Transformers from Two Windows0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Technical Report of 2023 ABO Fine-grained Semantic Segmentation Competition0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology0
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation0
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning StrategyCode0
Diff-DOPE: Differentiable Deep Object Pose Estimation0
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionCode1
Text-image Alignment for Diffusion-based PerceptionCode1
YOLOR-Based Multi-Task LearningCode5
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data0
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training0
SegRCDB: Semantic Segmentation via Formula-Driven Supervised LearningCode1
Towards Complex-query Referring Image Segmentation: A Novel Benchmark0
nnSAM: Plug-and-play Segment Anything Model Improves nnUNet PerformanceCode2
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation0
A Foundation Model for General Moving Object Segmentation in Medical ImagesCode0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation0
APNet: Urban-level Scene Segmentation of Aerial Images and Point CloudsCode1
Deep Learning based Systems for Crater Detection: A Review0
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding0
Superpixel Transformers for Efficient Semantic Segmentation0
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection0
Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds0
Uncertainty Quantification for Eosinophil 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
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