SOTAVerified

Semantic Segmentation

Papers

Showing 69516975 of 14763 papers

TitleStatusHype
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation0
Semantic Segmentation in Learned Compressed Domain0
Semi-Supervised Semantic Segmentation with Cross Teacher TrainingCode0
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis0
Mapping the ocular surface from monocular videos with an application to dry eye disease grading0
Contrastive Semantic-Guided Image Smoothing NetworkCode0
Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition0
Mayfly optimization with deep learning enabled retinal fundus image classification model0
Image Models for large-scale Object Detection and Classification0
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology imagesCode1
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite ImageryCode1
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation0
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut0
SemSegDepth: A Combined Model for Semantic Segmentation and Depth CompletionCode1
Self-Supervised Pretraining for 2D Medical Image SegmentationCode1
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition0
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI0
FAKD: Feature Augmented Knowledge Distillation for Semantic SegmentationCode0
Airway Tree Modeling Using Dual-channel 3D UNet 3+ with Vesselness Prior0
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real DataCode0
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondCode1
Probing Contextual Diversity for Dense Out-of-Distribution DetectionCode0
PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection0
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature FusionCode0
Boundary-Aware Network for Abdominal Multi-Organ 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