SOTAVerified

Semantic Segmentation

Papers

Showing 44264450 of 14763 papers

TitleStatusHype
MELAGE: A purely python based Neuroimaging software (Neonatal)Code0
Padding-free Convolution based on Preservation of Differential Characteristics of Kernels0
Medical Image Segmentation with Belief Function Theory and Deep Learning0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing0
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation0
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
Active Label Refinement for Semantic Segmentation of Satellite Images0
Computer Vision Pipeline for Automated Antarctic Krill Analysis0
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentationCode1
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation0
Fully Automated Scan-to-BIM Via Point Cloud Instance SegmentationCode1
Divergences in Color Perception between Deep Neural Networks and HumansCode1
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic SegmentationCode1
Panoptic Vision-Language Feature FieldsCode1
PAg-NeRF: Towards fast and efficient end-to-end panoptic 3D representations for agricultural robotics0
Towards Content-based Pixel Retrieval in Revisited Oxford and ParisCode1
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg CodebaseCode2
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Decoupling Common and Unique Representations for Multimodal Self-supervised LearningCode1
Lung Diseases Image Segmentation using Faster R-CNNs0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
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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