AdaMerge: Tuning-Free Patch Compression for Multi-Vector Visual Document Retrieval

Jianxin You, Kun Ni

Multi-vector visual document retrieval (VDR) models such as ColPali and ColNomic achieve strong accuracy by representing each document with hundreds to thousands of patch-level emb…