SOTAVerified

Semantic Segmentation

Papers

Showing 28762900 of 14763 papers

TitleStatusHype
Probabilistic Contrastive Learning for Domain AdaptationCode1
Masked Autoencoders Are Scalable Vision LearnersCode1
Dense Unsupervised Learning for Video SegmentationCode1
Mixed Transformer U-Net For Medical Image SegmentationCode1
ROFT: Real-Time Optical Flow-Aided 6D Object Pose and Velocity TrackingCode1
Segmentation of 2D Brain MR ImagesCode1
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration NetworkCode1
EditGAN: High-Precision Semantic Image EditingCode1
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT imageCode1
Partial supervision for the FeTA challenge 2021Code1
Panoptic 3D Scene Reconstruction From a Single RGB ImageCode1
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic PerspectiveCode1
Multi-Scale High-Resolution Vision Transformer for Semantic SegmentationCode1
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and ClassificationCode1
Unsupervised Foreground Extraction via Deep Region CompetitionCode1
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image SegmentationCode1
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and BeyondCode1
A Survey of Self-Supervised and Few-Shot Object DetectionCode1
Mosaicking to Distill: Knowledge Distillation from Out-of-Domain DataCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
FTNet: Feature Transverse Network for Thermal Image Semantic SegmentationCode1
ClaSP - Time Series SegmentationCode1
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions?Code1
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic SegmentationCode1
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited LabelsCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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