Datasets | Videos | Number of subjects | Emotions | Modality |
---|---|---|---|---|
DAiSEE (Gupta et al. 2018) | 9068 | 112 (80 male and 32 female) | engaged, frustration, boredom, confusion | facial expressions |
HBCU (Whitehill et al. 2014) | 120 | 34 (9 male and 25 female) | not engaged, nominally engaged, engaged, very engaged | facial expressions |
in-the-wild (Kaur et al. 2018) | 195 | 78 (25 female and 53 male) | disengaged, barely engaged, normally engaged, highly engaged | facial expressions |
SDMATH (Sathayanarayana et al. 2014) | 20 | 20 (10 male and 10 female) | deictic gestures | speech, gestures, eye gaze, facial expressions |