SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 125 of 255 papers

TitleStatusHype
SenseShift6D: Multimodal RGB-D Benchmarking for Robust 6D Pose Estimation across Environment and Sensor VariationsCode0
RAG-6DPose: Retrieval-Augmented 6D Pose Estimation via Leveraging CAD as Knowledge Base0
RGBTrack: Fast, Robust Depth-Free 6D Pose Estimation and TrackingCode2
Monocular One-Shot Metric-Depth Alignment for RGB-Based Robot Grasping0
CHIP: A multi-sensor dataset for 6D pose estimation of chairs in industrial settings0
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models0
You Only Estimate Once: Unified, One-stage, Real-Time Category-level Articulated Object 6D Pose Estimation for Robotic Grasping0
6D Pose Estimation on Point Cloud Data through Prior Knowledge Integration: A Case Study in Autonomous Disassembly0
Category-Level 6D Object Pose Estimation in Agricultural Settings Using a Lattice-Deformation Framework and Diffusion-Augmented Synthetic Data0
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object DetectionCode0
RefPose: Leveraging Reference Geometric Correspondences for Accurate 6D Pose Estimation of Unseen Objects0
One2Any: One-Reference 6D Pose Estimation for Any Object0
6D Pose Estimation on Spoons and Hands0
Category-Level and Open-Set Object Pose Estimation for Robotics0
Vision6D: 3D-to-2D Interactive Visualization and Annotation Tool for 6D Pose EstimationCode2
ViTa-Zero: Zero-shot Visuotactile Object 6D Pose Estimation0
DINeMo: Learning Neural Mesh Models with no 3D Annotations0
Any6D: Model-free 6D Pose Estimation of Novel Objects0
Distilling 3D distinctive local descriptors for 6D pose estimation0
Foundation Feature-Driven Online End-Effector Pose Estimation: A Marker-Free and Learning-Free Approach0
6D Object Pose Tracking in Internet Videos for Robotic Manipulation0
AxisPose: Model-Free Matching-Free Single-Shot 6D Object Pose Estimation via Axis Generation0
Novel Object 6D Pose Estimation with a Single Reference ViewCode1
Active 6D Pose Estimation for Textureless Objects using Multi-View RGB Frames0
Correspondence-Free Pose Estimation with Patterns: A Unified Approach for Multi-Dimensional Vision0
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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