MambaGaze augments gaze features with observation masks and time-deltas then applies bidirectional Mamba-2 to reach 76.8 % and 73.1 % accuracy on CLARE and CL-Drive under leave-one-subject-out evaluation.
De- coding cognitive load: eye-tracking insights into working memory and visual attention
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MambaGaze: Bidirectional Mamba with Explicit Missing Data Modeling for Cognitive Load Assessment from Eye-Gaze Tracking Data
MambaGaze augments gaze features with observation masks and time-deltas then applies bidirectional Mamba-2 to reach 76.8 % and 73.1 % accuracy on CLARE and CL-Drive under leave-one-subject-out evaluation.