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Add RawGuard-BERT: bert-large-cased backbone, raw training, normalised inference - #195

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MohamedMady19 wants to merge 2 commits into
liamdugan:mainfrom
MohamedMady19:rawguard-bert
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MohamedMady19 wants to merge 2 commits into
liamdugan:mainfrom
MohamedMady19:rawguard-bert

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@MohamedMady19

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github-actions Bot commented Sep 2, 2026

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Eval run succeeded! Link to run: link

Here are the results of the submission(s):

RawGuard-BERT

Release date: 2026-08-28

I've committed detailed results of this detector's performance on the test set to this PR.

On the RAID dataset as a whole (aggregated across all generation models, domains, decoding strategies, repetition penalties, and adversarial attacks), it achieved an AUROC of 99.07 and a TPR of 96.77% at FPR=5% and 90.54% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 99.23 and a TPR of 97.36% at FPR=5% and 92.31% at FPR=1%.

If all looks well, a maintainer will come by soon to merge this PR and your entry/entries will appear on the leaderboard. If you need to make any changes, feel free to push new commits to this PR. Thanks for submitting to RAID!

@liamdugan liamdugan closed this Oct 2, 2026
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