VR head and hand motion data can be adapted to motion foundation models to classify cognitive states like confusion and hesitation at 82% accuracy with better cross-user generalization than baseline models on a new 24-participant dataset.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.HC 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Cognitive State Inference from VR Motion via Motion Foundation Model
VR head and hand motion data can be adapted to motion foundation models to classify cognitive states like confusion and hesitation at 82% accuracy with better cross-user generalization than baseline models on a new 24-participant dataset.