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A Systematic Evaluation of Object Detection Networks for Scientific Plots
However, the performance drops drastically when evaluated at a stricter IOU of 0. 9 with the best model giving a mAP of 35. 70%.
PlotQA: Reasoning over Scientific Plots
However, in practice, this is an unrealistic assumption because many questions require reasoning and thus have real-valued answers which appear neither in a small fixed size vocabulary nor in the image.
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