SOTAVerified

Semantic Segmentation

Papers

Showing 66516675 of 14763 papers

TitleStatusHype
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
An Interpretable Deep Semantic Segmentation Method for Earth Observation0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
Self-supervised Amodal Video Object SegmentationCode0
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images0
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation0
Diversity-Promoting Ensemble for Medical Image Segmentation0
Instance-Aware Image Completion0
High-Fidelity Visual Structural Inspections through Transformers and Learnable Resizers0
Generative Range Imaging for Learning Scene Priors of 3D LiDAR DataCode1
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathologyCode1
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns0
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks0
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image SegmentationCode1
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification0
SimpleClick: Interactive Image Segmentation with Simple Vision TransformersCode2
Self-Supervised Learning with Masked Image Modeling for Teeth Numbering, Detection of Dental Restorations, and Instance Segmentation in Dental Panoramic RadiographsCode1
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming0
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning0
Towards Sustainable Self-supervised LearningCode1
Large-batch Optimization for Dense Visual PredictionsCode1
Cell tracking for live-cell microscopy using an activity-prioritized assignment strategyCode0
Self-Supervised Learning via Maximum Entropy CodingCode1
Image Semantic Relation Generation0
A Unified View of Masked Image ModelingCode0
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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