SOTAVerified

Semantic Segmentation

Papers

Showing 85518575 of 14763 papers

TitleStatusHype
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge0
Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance SegmentationCode0
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation0
Co-segmentation Inspired Attention Module for Video-based Computer Vision TasksCode1
Multiset Neurons0
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps0
Probabilistic Contrastive Learning for Domain AdaptationCode1
The Emergence of Objectness: Learning Zero-Shot Segmentation from VideosCode1
Masked Autoencoders Are Scalable Vision LearnersCode1
Indian Licence Plate Dataset in the wildCode1
Dense Unsupervised Learning for Video SegmentationCode1
Clicking Matters:Towards Interactive Human Parsing0
SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks0
Multi-Task Neural Processes0
Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets0
Evaluation of Deep Learning Topcoders Method for Neuron Individualization in Histological Macaque Brain Section0
Data privacy protection in microscopic image analysis for material data mining0
Dual Prototypical Contrastive Learning for Few-shot Semantic SegmentationCode0
Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion0
Robust deep learning-based semantic organ segmentation in hyperspectral images0
Unsupervised Spiking Instance Segmentation on Event Data using STDP0
Mixed Transformer U-Net For Medical Image SegmentationCode1
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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