SOTAVerified

Semantic Segmentation

Papers

Showing 63266350 of 14763 papers

TitleStatusHype
"Just Drive": Colour Bias Mitigation for Semantic Segmentation in the Context of Urban DrivingCode0
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic SegmentationCode0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation ModelCode0
Joint Representation Learning for Text and 3D Point CloudCode0
semantic image synthesis of anime characters based on conditional generative adversarial networksCode0
Semantic Image Synthesis via Class-Adaptive Cross-AttentionCode0
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationCode0
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
EasyMLServe: Easy Deployment of REST Machine Learning ServicesCode0
Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image DetectionCode0
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing ImageryCode0
Joint Graph Decomposition and Node Labeling: Problem, Algorithms, ApplicationsCode0
Joint Learning of Intrinsic Images and Semantic SegmentationCode0
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea DetectionCode0
An interpretable automated detection system for FISH-based HER2 oncogene amplification testing in histo-pathological routine images of breast and gastric cancer diagnosticsCode0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel NetworksCode0
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationCode0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
AI Driven Water Segmentation with deep learning models for Enhanced Flood MonitoringCode0
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityCode0
Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
"Is your explanation stable?": A Robustness Evaluation Framework for Feature AttributionCode0
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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