SOTAVerified

Semantic Segmentation

Papers

Showing 48264850 of 14763 papers

TitleStatusHype
MSG-SR-Net: A Weakly Supervised Network Integrating Multi-Scale Generation and Super-Pixel Refinement for Building Extraction from High-Resolution Remotely Sensed ImageriesCode0
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation NetworkCode0
Multi-view shape estimation of transparent containersCode0
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Automated crater shape retrieval using weakly-supervised deep learningCode0
AiluRus: A Scalable ViT Framework for Dense PredictionCode0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
Automated Behavioral Analysis Using Instance SegmentationCode0
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded ContextCode0
MortonNet: Self-Supervised Learning of Local Features in 3D Point CloudsCode0
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis InitiativeCode0
CSA-Net: Channel-wise Spatially Autocorrelated Attention NetworksCode0
CRVOS: Clue Refining Network for Video Object SegmentationCode0
AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance SegmentationCode0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
Cross-view Semantic Segmentation for Sensing SurroundingsCode0
More complex encoder is not all you needCode0
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation LearningCode0
Autofocus Layer for Semantic SegmentationCode0
Cross-stitch Networks for Multi-task LearningCode0
AI Driven Water Segmentation with deep learning models for Enhanced Flood MonitoringCode0
Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney PathologyCode0
Cross-Shape Attention for Part Segmentation of 3D Point CloudsCode0
Monocular Depth Estimation Using Cues Inspired by Biological Vision SystemsCode0
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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