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diandianone123/topographrag-bench

TopoGraphRAG-Bench: Evaluating Multimodal GraphRAG on Layout-Grounded Evidence Reasoning Ruochi Li · Jianzhe Lin · Haoxuan Zhang · Haihua Chen · Junhua Ding · Edward Gehringer · Yang Zhang 📄 Paper | 🏠 Homepage | 💻 Code | 🔎 Case Study TopoGraphRAG-Bench is a benchmark for layout-grounded multimodal evidence reasoning in GraphRAG. It contains 2,024 question–answer pairs over 201 long documents sampled from MMDocIR (https://huggingface.co/datasets/MMDocIR/MMDocIR_Eval_Dataset)… See the full description on the dataset page: https://huggingface.co/datasets/diandianone123/topographrag-bench.

Author / organizationdiandianone123
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Created7 May 2026
Last updated at source8 October 2026
Multimodal-GraphRAG
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