SOTAVerified

Semantic Segmentation

Papers

Showing 1005110075 of 14763 papers

TitleStatusHype
Simplifying Object Segmentation with PixelLib LibraryCode2
Cell image segmentation by Feature Random Enhancement Module0
Feature Sharing Cooperative Network for Semantic Segmentation0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans0
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
A survey on shape-constraint deep learning for medical image segmentation0
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions0
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images0
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS0
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation0
A tool for user friendly, cloud based, whole slide image segmentation0
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
Cross-modal Learning for Domain Adaptation in 3D Semantic SegmentationCode1
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach0
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks0
Deep Parametric Continuous Convolutional Neural Networks0
Semi Supervised Deep Quick Instance Detection and Segmentation0
VideoClick: Video Object Segmentation with a Single Click0
Self-Supervised Representation Learning from Flow Equivariance0
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation0
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road ScenesCode1
How Shift Equivariance Impacts Metric Learning for Instance SegmentationCode0
Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index0
U-Noise: Learnable Noise Masks for Interpretable Image SegmentationCode1
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision0
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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