Table 3.

Comparison of mean F1-Scores and accuracy of Valence and Arousal recognition on Dataset I. Gray represents the results from this paper. NR stands for not reported.

Study or Classifier	F1-Score		Accuracy
	Valence	Arousal	Valence	Arousal
LR	0.669	0.65	0.702	0.688
ARF	0.825	0.826	0.82	0.846
SRP	0.834	0.831	0.826	0.847
Miranda-Correa et al. [22]	0.576	0.592	NR	NR
Siddharth et al. [73]	0.8	0.74	0.83	0.791
Topic et al. [74]	NR	NR	0.874	0.905