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Dataset . 2026
License: CC BY
Data sources: Datacite
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LABIT-dataset

LABIT-dataset

Abstract

Dataset Structure The dataset is provided in a unified HDF5 format. Wrench (Force/Torque): 3-axis force, 3-axis torque sampled. Robot State: 6-DOF joint positions, velocities and efforts. End-Effector Pose: 6-DOF Cartesian poses (position + quaternion). Vision: RGB and Depth images. File Hierarchy: /wrench/data: [N, 6] array of forces and torques /wrench/timestamps: [N] array of aligned timestamps /pose/data: [M, 7] array of cartesian poses /pose/timestamps [M] array of aligned timestamps /joint_states/data: [M, 3, 6] array of joint states /joint_states/timestamps [M] array of aligned timestamps /rgb/data: [K, H, W, 3] rgb image stream /rgb/timestamps: [K] array of aligned timestamps /depth/data: [K, H, W, 3] depth image stream /depth/timestamps: [K] array of aligned timestamps Folder Organization Dataset contains five trial folders. Each trial folder consists of subfolders representing the assembly subtasks. In each subtask folder, the data of the executed movement and assembly primitives are saved as .h5 files: trial_XY/subtaskname/timestamp_asm_subtaskname_primitivename.h5 Where trial_XY can be one of [trial_0, trial_1, trial_2, trial_3, trial_4]. Use Cases Sim-to-Real Transfer: Comparing force profiles of simulated assembly against physical reality. Imitation Learning: Training policies using the provided joint states and RGB observations. Anomaly Detection: Developing classifiers to detect assembly failures based on force-torque transients. Keywords Robotics, Manipulation, Benchmarking, MuJoCo, HDF5, Sim-to-Real.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average