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Current multimodal agents navigating document collections achieve human-level accuracy through brute-force search, highlighting a critical gap in strategic reasoning and planning.
Handwritten scientific notes, a common yet challenging document type, now have a dedicated benchmark (NoTeS-Bank) exposing the limitations of current VLMs in transcription and reasoning.
