. Author manuscript; available in PMC: 2023 Oct 19.

Published in final edited form as: Proc IEEE Inst Electr Electron Eng. 2023 May 23;111(10):1236–1286. doi: 10.1109/JPROC.2023.3273517

Table 3.

Performance Comparison of Representative Methods for Eight-Class Evoked Emotion Classification From Videos on the VideoEmotion-8 Dataset, Measured by Average Accuracy (%). *The Results Are Mainly Obtained From VAANet [208] and TAM [213]

Method	Venue	Accuracy (%)

SentiBauk [200]	ACM MM 2013	35.5
E-MDBM [184]	TMM 2015	40.4
ITE [73]	TAFFC 2018	44.7
V.+Au.+At. [72]	AAAI 2014	46.1
CFN [214]	ACM MM 2016	50.4
V.+Au.+At.+E-MDBM [184]	TMM 2015	51.1
Kernelized [207]	TMM 2018	49.7
Kernelized+SentiBank [207]	TMM 2018	52.5
VAANet [208]	AAAI 2020	54.5
KeyFrame [210]	MTAP 2021	52.9
FAEIL [207]	TMM 2021	57.6
TAM [213]	ACM MM 2022	57.5