SOTAVerified

Semantic Segmentation

Papers

Showing 59766000 of 14763 papers

TitleStatusHype
An Efficient Instance Segmentation Approach for Extracting Fission Gas Bubbles on U-10Zr Annular Fuel0
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning ConventionsCode0
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images0
Best Practices in Active Learning for Semantic Segmentation0
The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons0
Multi-Modal Evaluation Approach for Medical Image Segmentation0
Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot InteractionCode1
SSR-2D: Semantic 3D Scene Reconstruction from 2D Images0
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation0
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants0
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataCode1
Scaling Vision-based End-to-End Driving with Multi-View Attention Learning0
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation0
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
An End-to-End Two-Phase Deep Learning-Based workflow to Segment Man-made Objects Around Reservoirs0
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation0
1st Place Solution for PSG competition with ECCV'22 SenseHuman WorkshopCode2
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
Uncertainty Calibration and its Application to Object DetectionCode0
Top-Down Beats Bottom-Up in 3D Instance SegmentationCode0
PatchDCT: Patch Refinement for High Quality Instance SegmentationCode0
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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