Mocked benchmark shows DeepSeek's document chart grounding badly misaligned

burkov · x · 2026-10-18

ML practitioner Andriy Burkov mocks how "the new faster DeepSeek 4.1 Flash" sees illustrations in documents. Screenshots from an algorithms textbook show the model's predicted regions (red) badly misaligned with ground-truth figure boxes (green) — offset, overlapping body text, and wrong on all three sample pages.

Note: the model name appears sarcastic; the substance is a demonstration of poor document layout understanding / chart grounding.

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