✨FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs

📝 Summary:
FutureOmni is the first benchmark evaluating multimodal models ability to forecast future events from audio-visual data. Current models struggle, particularly with speech-heavy scenarios. The paper proposes an improved training strategy, Omni-Modal Future Forecasting, which enhances performance a...

🔹 Publication Date: Published on Jan 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/pdf/2601.13836
• PDF: https://arxiv.org/pdf/2601.13836
• Project Page: https://openmoss.github.io/FutureOmni
• Github: https://openmoss.github.io/FutureOmni

✨ Datasets citing this paper:
• https://huggingface.co/datasets/OpenMOSS-Team/FutureOmni

==================================

For more data science resources:
✓ https://xn--r1a.website/DataScienceT

#MultimodalLLMs #FutureForecasting #AIResearch #DeepLearning #Benchmarking