Final results are live!

[hongb...@gmail.com]

📢 PsyDefDetect@BioNLP 2026 Shared Task — Official Results

The evaluation phase has concluded! Here is the final leaderboard (ranked by F1-score on positive classes):

🥇 Nürnberg NLP — F1: 0.4200 | Acc: 0.7013
🥈 UTS — F1: 0.4055 | Acc: 0.6737
🥉 PerceptionLab — F1: 0.3956 | Acc: 0.6737 20 teams participated — congrats to everyone! 🎉
Full leaderboard → https://docs.google.com/spreadsheets/d/1fMDIwC4sisOguLKm3yMd2uMrC4_KjmAiHuWm_QQuld8/edit?usp=sharing

📝 Next step: System paper submission
• Deadline: April 17, 2026 (firm)
• Format: ACL 2026 short paper, up to 4 pages, not anonymized
• Title: "{TEAM_NAME} at PsyDefDetect: {DESCRIPTIVE_TITLE}"
• Submit: https://softconf.com/acl2026/bionlp2026-st

Full guidelines & required citations → https://psydefdetect-shared-task.github.io/paper-submission/ Reminder: We encourage all teams to submit a system paper! You don't need to top the leaderboard — we equally value error analyses, negative results, and interdisciplinary insights that bridge clinical psychology and NLP. Honest reporting of what doesn't work is just as important as what does. If you missed the result registration deadline, please send your team name, CodaBench username, and submission file to Zimu...@liverpool.ac.uk (cc Hongb...@student.uts.edu.au) and we'll add you.