LangCode 2027 Task 1 Leaderboard

Leaderboard

Metrics, development-phase scores, and official results.

Updates
Oct 30, 2026Training and development data release; CodaBench registration opens Jan 15, 2027Test data release / evaluation begins Jan 24, 2027Registration deadline Jan 31, 2027System submission deadline Feb 3, 2027Official results released Feb 15, 2027Shared-task paper submission deadline Mar 26, 2027Notification of acceptance Apr 16, 2027Camera-ready paper due Jun 1–5, 2027Workshop at NAACL 2027, San Francisco LangCode 2027Co-located with NAACL 2027 · June 1–5, 2027 · San Francisco, California AlsoShared Task 2: Adversarial Prompt Detection Feb 5, 2027Regular workshop papers due. See the Call for Papers

Metrics

Systems are ranked by execution-based Pass@1 on hidden tests, macro-averaged across language resource tiers T:

Pass@1: the share of problems whose single generated solution passes all hidden tests. Each tier counts equally.

Two tracks

Constrained

Small models

Limits on model size and compute

So the winning idea does not need the biggest GPU budget. Exact limits are announced with the training data.

Open

Anything goes

No limits

Show how far today's strongest systems reach across languages.

Development phase

Oct 30, 2026 – Jan 15, 2027. Scores on the dev set appear on the CodaBench leaderboard as you submit. They are for practice and do not count toward the final ranking.

Evaluation phase: official results

Final submissions on the new test problems are made on CodaBench from Jan 15 to Jan 31, 2027. The official ranking for each track will be published here on February 3, 2027.

RankTeamTrackScore
No results yet

How to submit: see Participate.