Unverified50% confidenceFactExact time
The authors specifically tested meme scenarios without OCR text, confirming that the framework does not depend on OCR.
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50%
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Long-term
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11/2/2026
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Related Claims
UnverifiedS2TDR uses OCR text only as an auxiliary cue, used when available, rather than as a core dependency.66% similarUnverifiedThe technical principle of OCR is divided into two stages, text detection and text recognition: the detection stage locates text regions and outputs bounding boxes, and the recognition stage converts pixels into character sequences.66% similarUnverifiedThe OCR route commonly uses tools such as Tesseract and PaddleOCR to first obtain plain text and then hand it to a language model to determine the fields; end-to-end vision models (such as Donut and Qwen-VL) skip explicit OCR and predict structured output directly from the image.65% similarUnverifiedNot every application needs a generative model; a document with a simple and consistent format may be processed more efficiently with just OCR plus deterministic rules.65% similar
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