SOTAVerified

Semantic Segmentation

Papers

Showing 1042610450 of 14763 papers

TitleStatusHype
Real-time Semantic Segmentation with Context Aggregation Network0
Highway Driving Dataset for Semantic Video Segmentation0
Convolution Neural Networks for Semantic Segmentation: Application to Small Datasets of Biomedical Images0
Learning Euler's Elastica Model for Medical Image SegmentationCode1
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide ImagesCode0
Self-paced and self-consistent co-training for semi-supervised image segmentationCode0
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic SegmentationCode1
(Un)Masked COVID-19 Trends from Social Media0
Bridging Composite and Real: Towards End-to-end Deep Image MattingCode1
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic SegmentationCode1
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples0
Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds0
Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection0
Differentiable Channel Sparsity Search via Weight Sharing within Filters0
Siamese NestedUNet Networks for Change Detection of High Resolution Satellite ImageCode1
Quasi-spectral characterization of intracellular regions in bright-field light microscopy images0
Perception for Autonomous Systems (PAZ)Code1
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine LearningCode1
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection0
Lane detection in complex scenes based on end-to-end neural network0
Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles0
Instance Semantic Segmentation Benefits from Generative Adversarial NetworksCode1
Hierarchical Neural Architecture Search for Deep Stereo MatchingCode1
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index0
VoteNet++: Registration Refinement for Multi-Atlas Segmentation0
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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