SOTAVerified

Semantic Segmentation

Papers

Showing 71517175 of 14763 papers

TitleStatusHype
TransCL: Transformer Makes Strong and Flexible Compressive LearningCode1
What is Healthy? Generative Counterfactual Diffusion for Lesion LocalizationCode1
Dynamic 3D Scene Analysis by Point Cloud AccumulationCode1
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationCode1
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments0
PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training0
Semantic-guided Multi-Mask Image HarmonizationCode1
Self-Support Few-Shot Semantic SegmentationCode1
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Active Pointly-Supervised Instance SegmentationCode1
Generative Artisan: A Semantic-Aware and Controllable CLIPstyler0
High-Resolution Swin Transformer for Automatic Medical Image SegmentationCode1
Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness0
Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation0
Latent Space Unsupervised Semantic Segmentation0
DeVIS: Making Deformable Transformers Work for Video Instance SegmentationCode1
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation0
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance SegmenterCode1
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction0
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographsCode1
Neural Groundplans: Persistent Neural Scene Representations from a Single Image0
Online Domain Adaptation for Semantic Segmentation in Ever-Changing ConditionsCode1
Semantic-Aware Fine-Grained CorrespondenceCode1
Region Aware Video Object Segmentation with Deep Motion Modeling0
Mining Relations among Cross-Frame Affinities for Video Semantic SegmentationCode1
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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