SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8901–8950 of 14763 papers

TitleStatusHype
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural NetworksCode0
Can segmentation models be trained with fully synthetically generated data?—0
Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation—0
Contrastive Re-localization and History Distillation in Federated CMR Segmentation—0
Continual Learning for Class- and Domain-Incremental Semantic Segmentation—0
Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association LearningCode0
DMFormer: Closing the Gap Between CNN and Vision Transformers—0
Weakly Supervised Semantic Segmentation via Progressive Patch LearningCode0
Whole-Body Lesion Segmentation in 18F-FDG PET/CTCode0
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation—0
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss—0
Noise transfer for unsupervised domain adaptation of retinal OCT imagesCode0
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends—0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter—0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
SFS-A68: a dataset for the segmentation of space functions in apartment buildingsCode0
Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning—0
High-resolution semantically-consistent image-to-image translation—0
A Clustering Method Based on Information Entropy Payload—0
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation—0
A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment—0
TrackletMapper: Ground Surface Segmentation and Mapping from Traffic Participant Trajectories—0
Inverse Image Frequency for Long-tailed Image RecognitionCode0
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower SpeciesCode0
Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANsCode0
Calibrating Segmentation Networks with Margin-based Label SmoothingCode0
Exploring Target Representations for Masked AutoencodersCode0
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation—0
An efficient approach for nonconvex semidefinite optimization via customized alternating direction method of multipliers—0
Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image DetectionCode0
SUNet: Scale-aware Unified Network for Panoptic Segmentation—0
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation—0
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students—0
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery—0
An evaluation of U-Net in Renal Structure Segmentation—0
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction—0
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection ImagesCode0
"Is your explanation stable?": A Robustness Evaluation Framework for Feature AttributionCode0
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy ImagesCode0
Pixel-Level Equalized Matching for Video Object Segmentation—0
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation—0
Semi-Supervised Semantic Segmentation with Cross Teacher TrainingCode0
Semantic Segmentation in Learned Compressed Domain—0
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis—0
Contrastive Semantic-Guided Image Smoothing NetworkCode0
Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition—0
Show:102550
← PrevPage 179 of 296Next →
All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified