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Semantic Segmentation

Papers

Showing 41014125 of 14763 papers

TitleStatusHype
S^3-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation0
Robust Source-Free Domain Adaptation for Fundus Image SegmentationCode1
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model0
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images0
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
Anatomically-aware Uncertainty for Semi-supervised Image SegmentationCode1
ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty0
GNeSF: Generalizable Neural Semantic FieldsCode1
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting0
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep LearningCode0
Pixel-Level Clustering Network for Unsupervised Image Segmentation0
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsCode1
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding0
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationCode0
MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation0
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical ImagesCode2
SpVOS: Efficient Video Object Segmentation with Triple Sparse Convolution0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and ApplicationCode1
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical ImageryCode1
DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning0
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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