SOTAVerified

Semantic Segmentation

Papers

Showing 62016225 of 14763 papers

TitleStatusHype
HistoNet: Predicting size histograms of object instancesCode0
Historical Document Image Segmentation with LDA-Initialized Deep Neural NetworksCode0
Large-scale image segmentation based on distributed clustering algorithmsCode0
Large-scale Point Cloud Semantic Segmentation with Superpoint GraphsCode0
Large Scale Correlation Clustering OptimizationCode0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional NetworkCode0
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Evolving Knowledge Mining for Class Incremental SegmentationCode0
Laplacian Pyramid Reconstruction and Refinement for Semantic SegmentationCode0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
CARAFE: Content-Aware ReAssembly of FEaturesCode0
Language-Based Image Editing with Recurrent Attentive ModelsCode0
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule RoutingCode0
Capsules for Object SegmentationCode0
Efficient LiDAR Point Cloud Oversegmentation NetworkCode0
LAMP: Large Deep Nets with Automated Model Parallelism for Image SegmentationCode0
Learning a Spatio-Temporal Embedding for Video Instance SegmentationCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
LadderNet: Multi-path networks based on U-Net for medical image segmentationCode0
Difference of Anisotropic and Isotropic TV for Segmentation under Blur and Poisson NoiseCode0
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval ManuscriptsCode0
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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