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Add QMSD-Encoder submission#118

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d0ng231 wants to merge 2 commits intoliamdugan:mainfrom
d0ng231:add-qmsd-encoder
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Add QMSD-Encoder submission#118
d0ng231 wants to merge 2 commits intoliamdugan:mainfrom
d0ng231:add-qmsd-encoder

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@d0ng231 d0ng231 commented Apr 25, 2026

Submitting QMSD-Encoder to the RAID leaderboard.

Architecture and training details will be released alongside an upcoming paper.

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Eval run succeeded! Link to run: link

Here are the results of the submission(s):

QMSD-Encoder

Release date: 2026-04-25

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 99.85 and a TPR of 99.48% at FPR=5% and 98.15% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 99.93 and a TPR of 99.87% at FPR=5% and 99.53% 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!

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