A 3B-active-parameter native unified multimodal model for image and video understanding, generation, and editing
https://github.com/bytedance/Lance
MEG-XL is a pre-trained model for non-invasive electrophysiological brain signals
https://github.com/neural-processing-lab/MEG-XL
MIRAGE: The Illusion of Visual Understanding
https://arxiv.org/abs/2603.21687
Multimodal Embedding & Reranker Models with Sentence Transformers
https://huggingface.co/blog/multimodal-sentence-transformers
LongCat-Next, a native multimodal model that processes text, vision, and audio under a single autoregressive objective
https://github.com/meituan-longcat/LongCat-Next
A Foundation Model of Vision, Audition, and Language for In-Silico Neuroscience
https://github.com/facebookresearch/tribev2
Multimodal learning with next-token prediction for large multimodal models
https://www.nature.com/articles/s41586-025-10041-x
Perception Models: State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More
https://github.com/facebookresearch/perception_models