SOTAVerified

Semantic Segmentation

Papers

Showing 81018125 of 14763 papers

TitleStatusHype
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network0
Wireless Transmission of Images With The Assistance of Multi-level Semantic Information0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image DehazingCode1
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image SegmentationCode1
Equivariance versus Augmentation for Spherical ImagesCode0
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level AnnotationsCode1
A Novel Image Descriptor with Aggregated Semantic Skeleton Representation for Long-term Visual Place Recognition0
Uncertainty Modeling for Out-of-Distribution GeneralizationCode1
STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation0
SCR: Smooth Contour Regression with Geometric Priors0
Supervision by Denoising for Medical Image Segmentation0
PSSNet: Planarity-sensible Semantic Segmentation of Large-scale Urban MeshesCode1
SODA: Self-organizing data augmentation in deep neural networks -- Application to biomedical image segmentation tasks0
Random Ferns for Semantic Segmentation of PolSAR Images0
Context Autoencoder for Self-Supervised Representation LearningCode2
A Topology-Attention ConvLSTM Network and Its Application to EM ImagesCode0
Corrupted Image Modeling for Self-Supervised Visual Pre-Training0
Multi-modal Sensor Fusion for Auto Driving Perception: A Survey0
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting0
DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation0
StandardSim: A Synthetic Dataset For Retail Environments0
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings0
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation0
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network AcceleratorsCode0
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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