SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 101150 of 255 papers

TitleStatusHype
Depth-based 6DoF Object Pose Estimation using Swin TransformerCode1
Fusing Visual Appearance and Geometry for Multi-modality 6DoF Object TrackingCode2
Model-Based Underwater 6D Pose Estimation from RGB0
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose EstimationCode1
A Projective Geometric View for 6D Pose Estimation in mmWave MIMO Systems0
Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose EstimationCode1
Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose EstimationCode1
HouseCat6D -- A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic ScenariosCode1
MegaPose: 6D Pose Estimation of Novel Objects via Render & CompareCode2
Context-aware 6D Pose Estimation of Known Objects using RGB-D data0
LocPoseNet: Robust Location Prior for Unseen Object Pose Estimation0
PoET: Pose Estimation Transformer for Single-View, Multi-Object 6D Pose EstimationCode1
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
Video based Object 6D Pose Estimation using TransformersCode1
Geo6D: Geometric Constraints Learning for 6D Pose Estimation0
Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the WildCode1
Estimating the Pose of a Euro Pallet with an RGB Camera based on Synthetic Training Data0
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
DCL-Net: Deep Correspondence Learning Network for 6D Pose EstimationCode1
PCKRF: Point Cloud Completion and Keypoint Refinement With Fusion Data for 6D Pose EstimationCode1
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
6IMPOSE: Bridging the Reality Gap in 6D Pose Estimation for Robotic GraspingCode1
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
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in SpaceCode1
Category-Level 6D Object Pose and Size Estimation using Self-Supervised Deep Prior Deformation NetworksCode1
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
OnePose: One-Shot Object Pose Estimation without CAD ModelsCode2
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
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
ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression FrameworkCode1
Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to OcclusionsCode1
FS6D: Few-Shot 6D Pose Estimation of Novel ObjectsCode1
Uni6D: A Unified CNN Framework without Projection Breakdown for 6D Pose Estimation0
Occlusion-Aware Self-Supervised Monocular 6D Object Pose EstimationCode1
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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