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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!

This branch was previously deployed

1 inactive (outdated) deployment
raid-main 72aa9159 Deployed Aug 28, 2026 by MohamedMady19 via evaluate #335
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