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Model evaluation
Comparing ML model quality through controlled experiments, reproducibility and careful interpretation of results.
In practice
- Human Input: motion & typing
Compared generated movements and typing by their measured characteristics and timing patterns. Checked typing on 248 new participants, with selection criteria fixed before the comparison. Mouse models were evaluated on separate groups of participants.
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Related projects
- Human Input: motion & typing
A generator of mouse movement and typing rhythm with natural variation. Turns a target and text into a ready-to-use sequence of actions, with an API and an interactive demo.