Public signal scores

Robotics Training Data score evolution

29 Companies 3 Categories 29 Scored

Current public signal rankings by category. Movement compares the two latest completed score calculations; every history graph uses the same 0–100 scale.

Category rankings

How companies are moving

Companies are ordered from the highest current score to the lowest. Select a company to review only its public signal history.

Category

Human Centric Demonstration Data

19 companies

Companies that record people performing physical tasks so robotics models can learn from natural human behavior in real-world environments.

Company Score Movement History
82
72
68
68
68
68
68
68
62
58
58
58
52
52
48
48
44
43
38

Category

Robot Centric Demonstration & Teleoperation Data

7 companies

Companies that capture tasks performed by robots under human guidance so models can learn directly from robot-native actions and trajectories.

Company Score Movement History
84
82
82
78
66
38
34

Category

Training Data Curation & Verification

3 companies

Companies that evaluate robot demonstrations and rollouts so raw recordings can become reliable training data for robotics models.

Company Score Movement History
69
46
44