الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

النظام

Multimodal Sentiment Analysis On Mosi

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Accuracy	Paper Title	Repository
MMMU-BA	82.31%	Contextual Inter-modal Attention for Multi-modal Sentiment Analysis	-
Multilogue-Net	81.19	Multilogue-Net: A Context-Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation
CHFusion	76.5%	Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling
bc-LSTM	80.3%	Context-Dependent Sentiment Analysis in User-Generated Videos
CM-BERT	84.5%	Cross-Modal BERT for Text-Audio Sentiment Analysis
Proposed: B2 + B4 w/ multimodal fusion	83.91%	Gated Mechanism for Attention Based Multimodal Sentiment Analysis	-
UniMSE	86.9	UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
MMML	90.35	Multimodal Multi-loss Fusion Network for Sentiment Analysis
MARN	77.1%	Multi-attention Recurrent Network for Human Communication Comprehension
MulT	83	Multimodal Transformer for Unaligned Multimodal Language Sequences
SPECTRA	87.50	Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment

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