first submission check

[oleksii-sliusarenko]

No description provided.

[oleksii-sliusarenko]

Please don't merge yet, this is test submission to get evaluation results and test format correctness

[github-actions]

Eval run succeeded! Link to run: link

Here are the results of the submission(s):

test_run

Release date: 2026-01-31

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 99.64 and a TPR of 98.66% at FPR=5% and 95.33% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 99.87 and a TPR of 99.60% at FPR=5% and 98.43% 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!

[oleksii-sliusarenko]

Fixed a bug, waiting for testing approval please

[github-actions]

Eval run succeeded! Link to run: link

Here are the results of the submission(s):

test_run

Release date: 2026-02-02

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 99.87 and a TPR of 99.47% at FPR=5% and 98.21% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 99.97 and a TPR of 99.91% at FPR=5% and 99.69% 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!

[oleksii-sliusarenko]

@liamdugan can you please approve for testing? 🙏

[oleksii-sliusarenko]

This should be final version. If we receive the same score, it's good to merge:

Without adversarial attacks, it achieved AUROC of 99.97 and a TPR of 99.91% at FPR=5% and 99.69% at FPR=1%.

[github-actions]

Eval run succeeded! Link to run: link

Here are the results of the submission(s):

Grammarly

Release date: 2026-02-09

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 99.87 and a TPR of 99.47% at FPR=5% and 98.21% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 99.97 and a TPR of 99.91% at FPR=5% and 99.69% 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!

[oleksii-sliusarenko]

@liamdugan Looks good! Let's merge please 🙏

[liamdugan]

Yep will do! Congrats on the strong performance

[oleksii-sliusarenko]

Thanks for the prompt answer, @liamdugan! Your benchmark is such a cool idea.