SOTAVerified

Semantic Segmentation

Papers

Showing 43764400 of 14763 papers

TitleStatusHype
3D-SIS: 3D Semantic Instance Segmentation of RGB-D ScansCode0
No More Discrimination: Cross City Adaptation of Road Scene SegmentersCode0
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape RepresentationCode0
Nighttime sky/cloud image segmentationCode0
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection ImagesCode0
Dense open-set recognition with synthetic outliers generated by Real NVPCode0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
Improving Network Slimming with Nonconvex RegularizationCode0
DenseNet approach to segmentation and classification of dermatoscopic skin lesions imagesCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image SegmentationCode0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT ImagesCode0
Beyond Deterministic Translation for Unsupervised Domain AdaptationCode0
Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction TasksCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon GlandsCode0
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
Neural networks for topology optimizationCode0
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasksCode0
Neural Networks with Divisive normalization for image segmentation with application in cityscapes datasetCode0
Neural Scene Decomposition for Multi-Person Motion CaptureCode0
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
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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