Please refer to MegaFace's Official Page if you have any question about the evaluation/challenge.
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Download Megaface Linux Development Kit (.zip or .tar.gz) and unzip/untar it to ./devkit.
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Run the evaluation according to the devkit/readme.txt.
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Download the some of the Challenge 1 json results, and unzip it into devkit/Challenge1External;
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For plot test, run:
cd plot_results python plot_megaface_results.py
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To plot your own evaluation results, please change "method_dirs" to your results's paths and set corresponding "method_labels" in plot_results/plot_megaface_results.py, and run the script.