MMEB-V2

Researchers introduced AllocEmbed, an allocate-then-embed framework that reallocates a fixed visual-input budget across more frames to improve video retrieval, achieving the best overall performance o…

Researchers propose ReLoop-UME, a universal multimodal embedding model that recurrently reuses a parameter-shared retrieval-forming block with Learnable Retrieval Registers, improving retrieval on MME…