EMOTIC (EMOTIons in Context)

Introduced by Kosti et al. in Context Based Emotion Recognition using EMOTIC Dataset

The EMOTIC dataset, named after EMOTions In Context, is a database of images with people in real environments, annotated with their apparent emotions. The images are annotated with an extended list of 26 emotion categories combined with the three common continuous dimensions Valence, Arousal and Dominance.

Source: Context Based Emotion Recognition using EMOTIC Dataset

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Benchmarks

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Task	Dataset Variant	Best Model
Emotion Recognition in Context	EMOTIC	A. Xenos et al
Age Classification	EMOTIC	FocusCLIP
Emotion Recognition	EMOTIC	FocusCLIP
Valence Estimation	EMOTIC	CAGE
Arousal Estimation	EMOTIC	CAGE
Dominance Estimation	EMOTIC	CAGE