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license: mit
task_categories:
  - robotics

SpatialActor: RLBench Dataset

Project Page | Paper | Code

SpatialActor is a disentangled framework for robust robotic manipulation. This repository contains the RLBench dataset used in the paper, featuring 18 tasks following the PerAct protocol with an image resolution of 128×128.

Dataset Details

  • Tasks: 18 RLBench tasks (following the PerAct protocol).
  • Resolution: 128×128.
  • Training Set: 100 demonstrations per task.
  • Test Set: 25 demonstrations per task.

Citation

If you find this dataset or the SpatialActor framework helpful in your research, please consider citing the paper:

@article{shi2025spatialactor,
  title={SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation},
  author={Shi, Hao and Xie, Bin and Liu, Yingfei and Yue, Yang and Wang, Tiancai and Fan, Haoqiang and Zhang, Xiangyu and Huang, Gao},
  journal={arXiv preprint arXiv:2511.09555},
  year={2025}
}