Models for eye gaze data
Hi,I was wondering if anyone knows any (transformer) models that work well for eye gaze data classification?My input would be a time series of x/y coordinates (and potentially some pupil dilation values). The output would be a classification label, e.g., “calm”/“confused”.As I understand, one possible model would be something like Deepmind’s PerceiverIO, however, I only have a few 100 training samples. Thus, I think I would require a much smaller model.Does anyone have any experience with this? Current research seems to prefer RNNs; however, I do not see any reasons why transformers should not outperform them here as well. I am thankful for any hints or guidance.
2023-12-17T20:40:08Z
Hi Lewa I researched alot because i need that kinda model too did you find anything relevant to that if yes then kindly reply me i shall be thankful to you