SOTAVerified

Semantic Segmentation

Papers

Showing 1445114500 of 14763 papers

TitleStatusHype
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines0
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation0
Human Pose Estimation with Iterative Error FeedbackCode0
Lifting GIS Maps into Strong Geometric Context for Scene Understanding0
LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes0
Planar Ultrametric Rounding for Image Segmentation0
Joint Calibration for Semantic Segmentation0
Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video0
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields0
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation0
Point-wise Map Recovery and Refinement from Functional Correspondence0
An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation0
Decoupled Deep Neural Network for Semi-supervised Semantic SegmentationCode0
ParseNet: Looking Wider to See BetterCode0
Combinatorial Energy Learning for Image Segmentation0
Constrained Convolutional Neural Networks for Weakly Supervised SegmentationCode0
Tree-Cut for Probabilistic Image Segmentation0
What's the Point: Semantic Segmentation with Point SupervisionCode0
Deeply Learning the Messages in Message Passing Inference0
A Novel Approach Towards Clustering Based Image Segmentation0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation0
Image Segmentation in Twenty Questions0
3D All The Way: Semantic Segmentation of Urban Scenes From Start to End in 3D0
Learning to Segment Under Various Forms of Weak Supervision0
Learning to Propose Objects0
Displets: Resolving Stereo Ambiguities Using Object Knowledge0
DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection0
A MRF Shape Prior for Facade Parsing With Occlusions0
Holistic 3D Scene Understanding From a Single Geo-Tagged Image0
Can Humans Fly? Action Understanding With Multiple Classes of Actors0
Fusion Moves for Correlation ClusteringCode0
Causal Video Object Segmentation From Persistence of Occlusions0
Semantic Object Segmentation via Detection in Weakly Labeled Video0
Scene Labeling With LSTM Recurrent Neural Networks0
Multiclass Semantic Video Segmentation With Object-Level Active Inference0
Weakly Supervised Semantic Segmentation for Social Images0
PatchCut: Data-Driven Object Segmentation via Local Shape Transfer0
Traditional Saliency Reloaded: A Good Old Model in New Shape0
Segment Based 3D Object Shape Priors0
Sparse Depth Super Resolution0
Saliency-Aware Geodesic Video Object Segmentation0
Multi-Instance Object Segmentation With Occlusion Handling0
Superdifferential Cuts for Binary Energies0
Towards Unified Depth and Semantic Prediction From a Single Image0
Superpixel-Based Video Object Segmentation Using Perceptual Organization and Location Prior0
Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images0
Superpixel Segmentation Using Linear Spectral Clustering0
Improving Spatial Codification in Semantic Segmentation0
Image Segmentation Using Hierarchical Merge TreeCode0
A Multi-scale Multiple Instance Video Description Network0
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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