MMDocIR

The 'MMDocIR' is a dataset used to evaluate closed-set document page retrieval from long documents based on text queries in the context of multimodal document retrieval.

Papers using MMDocIR (4)

Overview of the EReL@MIR 2025 Multimodal Document Retrieval Challenge (Track 1)2026Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models2026MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval2025A Multi-Granularity Retrieval Framework for Visually-Rich Documents2025