SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 151200 of 255 papers

TitleStatusHype
Hierarchical Graph Neural Networks for Proprioceptive 6D Pose Estimation of In-hand Objects0
GenPose: Generative Category-level Object Pose Estimation via Diffusion Models0
ZeroPose: CAD-Prompted Zero-shot Object 6D Pose Estimation in Cluttered Scenes0
Counter-Hypothetical Particle Filters for Single Object Pose Tracking0
You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example0
Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object PoseCode0
Uncovering the Background-Induced bias in RGB based 6-DoF Object Pose EstimationCode0
SOCS: Semantically-aware Object Coordinate Space for Category-Level 6D Object Pose Estimation under Large Shape Variations0
Modular Quantization-Aware Training for 6D Object Pose EstimationCode0
Model-Based Underwater 6D Pose Estimation from RGB0
A Projective Geometric View for 6D Pose Estimation in mmWave MIMO Systems0
Context-aware 6D Pose Estimation of Known Objects using RGB-D data0
LocPoseNet: Robust Location Prior for Unseen Object Pose Estimation0
Physics-Based Object 6D-Pose Estimation during Non-Prehensile Manipulation0
Grasping the Inconspicuous0
Towards real-time 6D pose estimation of objects in single-view cone-beam X-ray0
Geo6D: Geometric Constraints Learning for 6D Pose Estimation0
Estimating the Pose of a Euro Pallet with an RGB Camera based on Synthetic Training Data0
6DOF Pose Estimation of a 3D Rigid Object based on Edge-enhanced Point Pair Features0
Imitrob: Imitation Learning Dataset for Training and Evaluating 6D Object Pose EstimatorsCode0
Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural FeaturesCode0
6D Robotic Assembly Based on RGB-only Object Pose Estimation0
CenDerNet: Center and Curvature Representations for Render-and-Compare 6D Pose Estimation0
SO(3)-Pose: SO(3)-Equivariance Learning for 6D Object Pose Estimation0
Uni6Dv2: Noise Elimination for 6D Pose Estimation0
A Multi-body Tracking Framework -- From Rigid Objects to Kinematic StructuresCode0
MV6D: Multi-View 6D Pose Estimation on RGB-D Frames Using a Deep Point-wise Voting Network0
Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset0
Unseen Object 6D Pose Estimation: A Benchmark and Baselines0
Category-Agnostic 6D Pose Estimation with Conditional Neural Processes0
Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions0
DeepRM: Deep Recurrent Matching for 6D Pose Refinement0
YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression0
DGECN: A Depth-Guided Edge Convolutional Network for End-to-End 6D Pose Estimation0
HRPose: Real-Time High-Resolution 6D Pose Estimation Network Using Knowledge Distillation0
Uni6D: A Unified CNN Framework without Projection Breakdown for 6D Pose Estimation0
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation0
Sim2Real Instance-Level Style Transfer for 6D Pose Estimation0
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects0
Adversarial samples for deep monocular 6D object pose estimationCode0
Sim2Real Object-Centric Keypoint Detection and Description0
Towards Deep Learning-based 6D Bin Pose Estimation in 3D ScansCode0
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings0
MPF6D: Masked Pyramid Fusion 6D Pose Estimation0
6D Pose Estimation with Combined Deep Learning and 3D Vision Techniques for a Fast and Accurate Object Grasping0
Differentiable Rendering with Perturbed Optimizers0
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression0
PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation0
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks0
Keypoint-Graph-Driven Learning Framework for Object Pose Estimation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICG+ADDS AUC97.9Unverified
2FFB6DADDS AUC96.6Unverified
3ICGADDS AUC96.5Unverified
4PVN3DADDS AUC96.1Unverified
5se3-TrackNetADDS AUC95.71Unverified
6CMCL6DADDS AUC95.43Unverified
7DTTD-Net w/o refinerADDS AUC94.19Unverified
8MaskedFusionADDS AUC93.3Unverified
9DenseFusionADDS AUC93.1Unverified
10PoseCNN+ICPADDS AUC93Unverified
#ModelMetricClaimedVerifiedStatus
16D OBJECT POSE TRACKING IN INTERNET VIDEOS FOR ROBOTIC MANIPULATIONAR CoU52.1Unverified
2MegaPose-RGBD (refined)ADD AUC49.02Unverified
3GigaPoseAR CoU39.32Unverified
4FoundPoseAR CoU31.32Unverified
5MegaPose-RGBD (Coarse)AR CoU13.72Unverified
#ModelMetricClaimedVerifiedStatus
1FFB6DAccuracy (ADD)99.7Unverified
2PVN3DAccuracy (ADD)99.4Unverified
3GPV-PoseMean ADD-S98.2Unverified
4MaskedFusionAccuracy (ADD)97.8Unverified
5DenseFusionAccuracy (ADD)94.3Unverified
#ModelMetricClaimedVerifiedStatus
1ICG+AUC17.57Unverified
2ICGAUC16.54Unverified
#ModelMetricClaimedVerifiedStatus
1VISAPP BaselineeRE0.2Unverified