Interpretive Canons (BVerfG) - Grammatical Interpretation: leaderboard

Metric: Positive-class F1 (%; grammatical interpretation (wortlaut): whether the argument rests on the wording of the provision, sentence-level binary classification in German Federal Constitutional Court decisions; expert-written prompt with worked examples (the same for every model), reasoning models at temperature 1.0; decision-disjoint held-out test split (60% of each subtask, 1:3 positives to negatives)). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.

Top models

#ModelScore
1DeepSeek V4 Pro86.7
2MiniMax-M383.9
3Gemini 3.5 Flash Lite79.4
4DeepSeek V4 Flash78.1

Interactive version: theaggregate.ai/benchmark?slug=interpretive-canons-bverfg-grammatical-interpretation · How It Works · Data refreshed daily, snapshot 2026-09-26.