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Score Distribution Visualization?

Open HengGao12 opened this issue 2 years ago • 1 comments

Hello, dear author, when carrying out ood detection tasks, can we utilize OpenOOD to visualize the score distribution? Does OpenOOD contain this kind of visualization function?

HengGao12 avatar Dec 23 '23 02:12 HengGao12

You can. Although we do not provide a direct visualization function, the new evaluator does store the computed OOD score as its class attribute, upon which you can conveniently make any visualization you want. Please check out our colab tutorial and the source code for more details. image https://github.com/Jingkang50/OpenOOD/blob/d17e61c67057759988029fd37255c5a4982147c0/openood/evaluation_api/evaluator.py#L131-L153

zjysteven avatar Dec 23 '23 02:12 zjysteven