SOTAVerified

Semantic Segmentation

Papers

Showing 12611270 of 14763 papers

TitleStatusHype
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image0
ContRail: A Framework for Realistic Railway Image Synthesis using ControlNet0
MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery0
Dilated Balanced Cross Entropy Loss for Medical Image Segmentation0
CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation0
Efficient Semantic Splatting for Remote Sensing Multi-view Segmentation0
MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One DayCode1
Integrating YOLO11 and Convolution Block Attention Module for Multi-Season Segmentation of Tree Trunks and Branches in Commercial Apple Orchards0
RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation0
From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for 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