Sentiment Analysis on MOSI

Metric: F1 score (higher is better)

LeaderboardDataset

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#	Model↕	F1 score▼	Extra Data	Paper	Date↕	Code
1	MMML	90.35	No	Multimodal Multi-loss Fusion Network for Sentime...	2023-08-01	Code
2	UniMSE	86.42	No	UniMSE: Towards Unified Multimodal Sentiment Ana...	2022-11-21	Code
3	MulT	82.8	No	Multimodal Transformer for Unaligned Multimodal ...	2019-06-01	Code
4	Proposed: B2 + B4 w/ multimodal fusion	81.17	No	Gated Mechanism for Attention Based Multimodal S...	2020-02-21	-

#1MMMLSOTA
90.35
F1 score· 2023-08-01
Multimodal Multi-loss Fusion Network for Sentiment Analysis Code
#2UniMSESOTA
86.42
F1 score· 2022-11-21
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Code
#3MulTSOTA
82.8
F1 score· 2019-06-01
Multimodal Transformer for Unaligned Multimodal Language Sequences Code
#4Proposed: B2 + B4 w/ multimodal fusion
81.17
F1 score· 2020-02-21
Gated Mechanism for Attention Based Multimodal Sentiment Analysis