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LinePilot Digitizer: Line-Plot Recovery with Manual and Automatic Calibration
Not provided in the abstract
curve recoverydata extractionbenchmarkingautomation
2609.19377
Builder Relevance
2h ago80%
Abstract
LinePilot Digitizer combines continuous color-based curve recovery with multiple calibration modes to improve the accuracy of recovering numerical series from line plots.
Reality Card
Core Claim
LinePilot (OCR) achieves the lowest mean FPC-NRMSE of 0.672 and highest trusted usability of 38.2% among tested automatic pipelines.
Method / Result
On DigitizerBench-Lite, LinePilot (enhanced) achieves a mean FPC-NRMSE of 0.081 and 100% output success.
Limitations
The paper does not specify limitations regarding reproducibility.
Paper to code
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