SOTAVerified

Semantic Segmentation

Papers

Showing 1060110625 of 14763 papers

TitleStatusHype
Synthetic Convolutional Features for Improved Semantic Segmentation0
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural NetworksCode0
Ground-truth or DAER: Selective Re-query of Secondary InformationCode0
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation0
Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks0
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal MixupCode1
RelativeNAS: Relative Neural Architecture Search via Slow-Fast LearningCode1
SML: Semantic Meta-learning for Few-shot Semantic Segmentation0
Extracting the Subhalo Mass Function from Strong Lens Images with Image Segmentation0
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping0
EfficientSeg: An Efficient Semantic Segmentation NetworkCode1
Semantic Segmentation of Surface from Lidar Point Cloud0
Deep learning denoising for EOG artifacts removal from EEG signals0
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision FarmingCode1
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy ImagesCode1
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray SegmentationCode0
Hierarchical Roofline Performance Analysis for Deep Learning ApplicationsCode0
ARM: A Confidence-Based Adversarial Reweighting Module for Coarse Semantic Segmentation0
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance SegmentationCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
Activate or Not: Learning Customized ActivationCode1
Finite Group Equivariant Neural Networks for GamesCode0
Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema0
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images0
Towards Fine-grained Large Object Segmentation 1st Place Solution to 3D AI Challenge 2020 -- Instance Segmentation TrackCode1
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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