ResearchBenchmarksVideo Question Answering on EgoSchema (val)For AI assistantsMarkdownContent indexVideo Question Answering on EgoSchema (val)Follow81.6AccuracyHAVEN62.46467.43272.477.368Jan 20, 2026Evaluation resultsMethodMethodLinksAccuracyHAVENfps=0.67fps=0.672026.0181.6DVDfps=0.67fps=0.672026.0176.6GPT-4ofps=0.67fps=0.672026.0170.4VideoTreefps=0.67fps=0.672026.0167OpenAI o3fps=0.67fps=0.672026.0163.2VideoAgentfps=0.67fps=0.672026.0163.2