Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents

Minghao Guo, Meng Cao, Sui Zhao +10

Deep research agents are increasingly capable of web search, tool use, multimodal evidence analysis, and information synthesis. However, existing benchmarks mainly evaluate medium-…