SOTAVerified

Semantic Segmentation

Papers

Showing 1415114200 of 14763 papers

TitleStatusHype
Recalling Holistic Information for Semantic Segmentation0
Weakly Supervised Cascaded Convolutional Networks0
InstanceCut: from Edges to Instances with MultiCut0
Deep Watershed Transform for Instance SegmentationCode0
Full-Resolution Residual Networks for Semantic Segmentation in Street ScenesCode0
Image Segmentation Using Overlapping Group Sparsity0
Multigrid Neural ArchitecturesCode0
ResFeats: Residual Network Based Features for Image Classification0
Efficient Convolutional Neural Network with Binary Quantization Layer0
Gland Instance Segmentation Using Deep Multichannel Neural Networks0
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic SegmentationCode0
Multi-Scale Saliency Detection using Dictionary Learning0
Unsupervised Learning of Important Objects from First-Person VideosCode0
Convolutional Gated Recurrent Networks for Video Segmentation0
Scale-constrained Unsupervised Evaluation Method for Multi-scale Image SegmentationCode0
Herding Generalizes Diverse M -Best Solutions0
Joint Graph Decomposition and Node Labeling: Problem, Algorithms, ApplicationsCode0
Can fully convolutional networks perform well for general image restoration problems?0
Semi-Dense 3D Semantic Mapping from Monocular SLAM0
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors0
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data0
Optimal Surface Segmentation with Convex Priors in Irregularly Sampled Space0
Chinese/English mixed Character Segmentation as Semantic Segmentation0
Flood-Filling NetworksCode0
Resolving Language and Vision Ambiguities Together: Joint Segmentation \& Prepositional Attachment Resolution in Captioned Scenes0
Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures0
Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards0
Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation0
Theoretical Analysis of Active Contours on Graphs0
Mixed context networks for semantic segmentation0
Semantic Decomposition and Recognition of Long and Complex Manipulation Action Sequences0
On Duality Of Multiple Target Tracking and Segmentation0
A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation0
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection0
Image Segmentation Based on the Self-Balancing Mechanism in Virtual 3D Elastic Mesh0
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation0
PCA-aided Fully Convolutional Networks for Semantic Segmentation of Multi-channel fMRI0
Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks0
Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy0
Can Ground Truth Label Propagation from Video help Semantic Segmentation?0
CNN-aware Binary Map for General Semantic Segmentation0
Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier0
De-noising, Stabilizing and Completing 3D Reconstructions On-the-go using Plane Priors0
Deep Structured Features for Semantic Segmentation0
Robust Regression For Image Binarization Under Heavy Noises and Nonuniform Background0
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks0
PixelNet: Towards a General Pixel-level Architecture0
DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural ImagesCode0
Fully-Trainable Deep MatchingCode0
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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