SOTAVerified

Semantic Segmentation

Papers

Showing 1102611050 of 14763 papers

TitleStatusHype
Geometry-Aware Instance Segmentation with Disparity MapsCode0
A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation0
Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation0
Split-Merge Pooling0
NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation0
Multi Layer Neural Networks as Replacement for Pooling Operations0
Rethinking Pre-training and Self-trainingCode1
VirTex: Learning Visual Representations from Textual AnnotationsCode1
Spectral Image Segmentation with Global Appearance Modeling0
Real-Time Video Inference on Edge Devices via Adaptive Model StreamingCode1
Transferring and Regularizing Prediction for Semantic Segmentation0
Disentangled Non-Local Neural NetworksCode1
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric UncertaintyCode1
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation0
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment0
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation0
A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images0
MeshWalker: Deep Mesh Understanding by Random WalksCode1
Probabilistic Semantic Mapping for Urban Autonomous Driving Applications0
Object Segmentation Without Labels with Large-Scale Generative ModelsCode1
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete RepresentationsCode1
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image SegmentationCode1
Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging0
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study0
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber AnalysisCode0
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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