RoboNet Real Multi-Robot Manipulation Dataset
RoboNet 是早期跨机构真实机械臂数据基础设施：约 162,000 条视频/动作轨迹、超过 1,500 万帧、7 种机器人、113 个相机视角和 4 家机构。它支持视觉前瞻与监督逆模型，并在持出 Franka/Kuka 上评估跨本体预训练与微调。官方项目页声明公开数据，仓库将数据 CC-BY-4.0 与代码 MIT 分离；它是 BridgeData、Open X 与跨本体 VLA 数据谱系的前序节点，不是人形、足式、触觉或全身控制数据集。
- 开放状态
- 已核验开放
- 许可证
- CC-BY-4.0 for the RoboNet dataset as declared by the official repository; repository code is separately MIT
- 商业使用
- dataset attribution obligations apply; separately review code, robot drivers, upstream assets and any model or derivative-data terms
- 人工评审结论
- official_project_paper_and_repository_verified_public_data_with_separate_code_data_licenses
- 机器人
- 7 heterogeneous robot-arm platforms including Franka and Kuka
- 任务
- vision-based robot-object interaction, visual foresight, supervised inverse models and cross-robot transfer
- 模态
- robot-object interaction video、action sequence、camera-view metadata、robot/platform identifiers、end-effector state/action representation
- 格式
- official loader/training code and TensorFlow Datasets documentation describe the dataset; exact native archive layout and all split manifests were not downloaded in this review
- 采集/生成方式
- largely autonomous self-supervised real-robot collection with minimal human intervention, pooled across multiple institutions and robot platforms
- 已知问题
- Historical arm-only corpus; no humanoid, legged, whole-body, tactile or force channel is established here. Full archive/checksum, action schema for every native robot, calibration/timing ledger, retained failure proportion, privacy documentation, current dependency compatibility and independent physical reproduction remain unverified.