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. 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 6.

Performance Comparison of Representative Methods for Multimodal Sentiment Analysis on the MOSEI Dataset. *The Results Are Mainly Obtained From FDMER [317]

Method Venue MAE Acc-2 (%)

TFN [322] EMNLP 2017 0.593 82.5
LMF [323] ACL 2018 0.623 82.0
MFM [324] ICLR 2019 0.568 84.4
ICCN [325] AAAI 2020 0.565 84.2
MISA [326] ACM MM 2020 0.555 85.5
Self-MM [315] AAAI 2021 0.530 85.2
FDMER [317] ACM MM 2022 0.536 86.1