Applying conformal prediction to TSR+OCR outputs flags incorrect table cells; the paper reports 53% labor savings and a 30-point accuracy gain, but the flagging threshold is fitted to the test data.
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Uncertainty-Aware Complex Scientific Table Data Extraction
Applying conformal prediction to TSR+OCR outputs flags incorrect table cells; the paper reports 53% labor savings and a 30-point accuracy gain, but the flagging threshold is fitted to the test data.