ResearchBenchmarksLocal Question Answering on RealMMBench FinReportLocal Question Answering on RealMMBench FinReportFollow39.51AccuracyMegaRAG8.902816.848924.79532.7411Nov 26, 2025Evaluation resultsMethodMethodLinksAccuracyMegaRAGResponse LLM=GPT-4o-miniResponse LLM=GPT-4o-mini2025.1139.51LightRAGResponse LLM=GPT-4o-miniResponse LLM=GPT-4o-mini2025.1131.3NaiveRAGResponse LLM=GPT-4o-miniResponse LLM=GPT-4o-mini2025.1129.66GraphRAGSearch Mode=LocalSearch Mode=Local2025.1124.5GraphRAGSearch Mode=GlobalSearch Mode=Global2025.1110.08