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Ancient-Bench reveals that even advanced models fail to solve the challenges of recognizing ancient Chinese texts, underscoring a critical gap in AI capabilities.
Doc-V* demonstrates that an agentic approach to multi-page document VQA, using active navigation and structured memory, can significantly outperform retrieval-augmented generation, especially in out-of-domain scenarios.
