SOTAVerified

Semantic Segmentation

Papers

Showing 59766000 of 14763 papers

TitleStatusHype
Learning Rich Features from RGB-D Images for Object Detection and SegmentationCode0
Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image SegmentationCode0
Region growing using superpixels with learned shape prior.Code0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
Learning Panoptic Segmentation from Instance ContoursCode0
CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic SegmentationCode0
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPUCode0
Cell tracking for live-cell microscopy using an activity-prioritized assignment strategyCode0
Learning of Image Dehazing Models for Segmentation TasksCode0
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome ReconstructionCode0
Learning Non-Unique Segmentation with Reward-Penalty Dice LossCode0
Convolutional CRFs for Semantic SegmentationCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
End-to-end Training of CNN-CRF via Differentiable Dual-DecompositionCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic SegmentationCode0
Convolutional Feature Masking for Joint Object and Stuff SegmentationCode0
Learning Shape Representation on Sparse Point Clouds for Volumetric Image SegmentationCode0
Learning to Segment via Cut-and-PasteCode0
End to End Trainable Active Contours via Differentiable RenderingCode0
End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulationCode0
Learning Instance Segmentation by InteractionCode0
A Novel Visual Representation on Text Using Diverse Conditional GAN for Visual RecognitionCode0
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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