miniReranker: Efficient Multimodal Reranking through Visual Cache Reuse and Interaction Sparsity

Yingqi Fan, Xuan Lu, Anhao Zhao +6

Multimodal large language models (MLLMs) have recently shown strong potential as point-wise rerankers by directly modeling query--document relevance through next-token prediction.…