Codebase for our paper:

TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis

• Download MOSI, MOSEI, and CH-SIMS datasets following MMSA.
• This work is developed based on the LNLN framework, with data preparation and processing procedures following its implementation.
• Mamba-related environment configuration and module implementations refer to DepMamba.

We sincerely acknowledge the outstanding work of

• ALMT and LNLN, which provide the foundation for our data preparation, processing, and experimental pipelines.
• DepMamba, for its clean and efficient implementation of Mamba variants and environment setup guidance.

Our training and evaluation pipelines are adapted from LNLN. This project benefits greatly from these prior contributions.