Submission/conpara v25

[MohamedMady19]

No description provided.

[github-actions]

It looks like this eval run failed. Please check the workflow logs to see what went wrong, then push a new commit to your PR to rerun the eval.

[github-actions]

Eval run succeeded! Link to run: link

Here are the results of the submission(s):

DeBERTa-ConPara-v2.5

Release date: 2026-05-21

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 95.45 and a TPR of 96.84% at FPR=5% and 87.75% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 95.82 and a TPR of 97.16% at FPR=5% and 90.54% at FPR=1%.

DeBERTa-ConPara-A3-Preprocessing-NoFeatures

Release date: 2026-05-16

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 96.79 and a TPR of 97.39% at FPR=5% and 92.05% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 97.02 and a TPR of 97.29% at FPR=5% and 92.56% at FPR=1%.

DeBERTa-ConPara-v2.2-Seed42

Release date: 2026-05-01

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 96.86 and a TPR of 97.29% at FPR=5% and 93.55% at FPR=1%.
Without adversarial attacks, it achieved AUROC of 97.05 and a TPR of 97.02% at FPR=5% and 93.39% 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!