SOTAVerified

Semantic Segmentation

Papers

Showing 66766700 of 14763 papers

TitleStatusHype
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation0
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation0
Segmentation-free Direct Iris Localization Networks0
p^3VAE: a physics-integrated generative model. Application to the pixel-wise classification of airborne hyperspectral imagesCode1
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun DistillationCode1
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping0
Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic SegmentationCode0
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
Intra-Source Style Augmentation for Improved Domain GeneralizationCode1
Interpolated SelectionConv for Spherical Images and SurfacesCode0
A Tri-Layer Plugin to Improve Occluded DetectionCode1
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasksCode0
Zero-shot point cloud segmentation by transferring geometric primitivesCode0
Otsu based Differential Evolution Method for Image Segmentation0
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel LogisticsCode1
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation0
TIVE: A Toolbox for Identifying Video Instance Segmentation ErrorsCode1
EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle0
Deformably-Scaled Transposed Convolution0
Cutting-Splicing data augmentation: A novel technology for medical image segmentation0
Heterogeneous Feature Distillation Network for SAR Image Semantic Segmentation0
Improving Object-centric Learning with Query OptimizationCode1
Fuzzy Positive Learning for Semi-supervised Semantic 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