SOTAVerified

Semantic Segmentation

Papers

Showing 301325 of 14763 papers

TitleStatusHype
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent0
TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
Skull stripping with purely synthetic dataCode0
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation0
Semantic-Guided Diffusion Model for Single-Step Image Super-ResolutionCode1
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation0
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding0
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation0
RESAR-BEV: An Explainable Progressive Residual Autoregressive Approach for Camera-Radar Fusion in BEV Segmentation0
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization0
Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results0
Structured Prediction with Abstention via the Lovász Hinge0
Adapting a Segmentation Foundation Model for Medical Image Classification0
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and SegmentationCode2
Image Segmentation via Variational Model Based Tailored UNet: A Deep Variational Framework0
DFEN: Dual Feature Equalization Network for Medical Image SegmentationCode0
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet0
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization0
Mix-QSAM: Mixed-Precision Quantization of the Segment Anything Model0
Split Matching for Inductive Zero-shot Semantic Segmentation0
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything ModelCode1
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization0
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?Code0
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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