SOTAVerified

Semantic Segmentation

Papers

Showing 65266550 of 14763 papers

TitleStatusHype
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy LabelsCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain AdaptationCode0
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
IMEXnet: A Forward Stable Deep Neural NetworkCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Deep learning-based interactive segmentation in remote sensingCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
Interactive Image Segmentation With First Click AttentionCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Interactive Image Segmentation With Latent DiversityCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Integral Object Mining via Online Attention AccumulationCode0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
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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