SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 201225 of 255 papers

TitleStatusHype
Improving 6D Pose Estimation of Objects in Clutter via Physics-aware Monte Carlo Tree Search0
Industrial Application of 6D Pose Estimation for Robotic Manipulation in Automotive Internal Logistics0
Instance segmentation based 6D pose estimation of industrial objects using point clouds for robotic bin-picking0
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects0
Jenga Stacking Based on 6D Pose Estimation for Architectural Form Finding Process0
Keypoint-Graph-Driven Learning Framework for Object Pose Estimation0
KGpose: Keypoint-Graph Driven End-to-End Multi-Object 6D Pose Estimation via Point-Wise Pose Voting0
Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions0
Learning Object Localization and 6D Pose Estimation from Simulation and Weakly Labeled Real Images0
Leveraging Global Stereo Consistency for Category-Level Shape and 6D Pose Estimation from Stereo Images0
Leveraging Positional Encoding for Robust Multi-Reference-Based Object 6D Pose Estimation0
Pose Estimation for Ground Robots: On Manifold Representation, Integration, Re-Parameterization, and Optimization0
MaskVal: Simple but Effective Uncertainty Quantification for 6D Pose Estimation0
MatchU: Matching Unseen Objects for 6D Pose Estimation from RGB-D Images0
Model-Based Underwater 6D Pose Estimation from RGB0
Monocular One-Shot Metric-Depth Alignment for RGB-Based Robot Grasping0
Monocular pose estimation of articulated surgical instruments in open surgery0
MPF6D: Masked Pyramid Fusion 6D Pose Estimation0
Multi-View Matching Network for 6D Pose Estimation0
MV6D: Multi-View 6D Pose Estimation on RGB-D Frames Using a Deep Point-wise Voting Network0
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation0
NormNet: Scale Normalization for 6D Pose Estimation in Stacked Scenarios0
FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models0
Object 6D Pose Estimation with Non-local Attention0
Object detection and Autoencoder-based 6D pose estimation for highly cluttered Bin Picking0
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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