SOTAVerified

Semantic Segmentation

Papers

Showing 1095110975 of 14763 papers

TitleStatusHype
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial VideosCode1
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation0
Abnormal activity capture from passenger flow of elevator based on unsupervised learning and fine-grained multi-label recognition0
Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image SegmentationCode1
A Survey on Instance Segmentation: State of the art0
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation0
Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised LearningCode0
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation0
Interactive Deep Refinement Network for Medical Image Segmentation0
Region-of-interest guided Supervoxel Inpainting for Self-supervisionCode0
RPM-Net: Recurrent Prediction of Motion and Parts from Point CloudCode1
Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling0
An Advert Creation System for 3D Product Placements0
A survey of loss functions for semantic segmentationCode1
Fully Convolutional Open Set SegmentationCode1
Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction0
Learning to simulate complex scenesCode0
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization0
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
Affinity Fusion Graph-based Framework for Natural Image SegmentationCode1
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation0
Large-scale detection and categorization of oil spills from SAR images with deep learning0
Improving task-specific representation via 1M unlabelled images without any extra knowledge0
NINEPINS: Nuclei Instance Segmentation with Point Annotations0
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising AutoencodersCode0
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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