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Add detector: Nexora - #229

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nathania-cactus wants to merge 3 commits into
liamdugan:mainfrom
nathania-cactus:nexora
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nathania-cactus wants to merge 3 commits into
liamdugan:mainfrom
nathania-cactus:nexora

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@nathania-cactus

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Leaderboard submission: Nexora

Add the required predictions and metadata files for Nexora to the RAID leaderboard submissions directory.
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github-actions Bot commented Nov 4, 2026

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Eval run succeeded! Link to run: link

Here are the results of the submission(s):

nexora

Release date: 2026-10-16

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 97.78 and a TPR of 97.19% at FPR=5% and 81.01% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 97.71 and a TPR of 96.88% at FPR=5% and 81.78% 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

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Congrats on the performance @nathania-cactus let me know if you'd like me to merge your submission into the leaderboard

This branch was successfully deployed

1 active deployment
raid-main — 6f8452fc Deployed Nov 4, 2026 by liamdugan via evaluate #416
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2 participants