Interpretive Canons (BVerfG) - Argument Gate: leaderboard

Metric: Positive-class F1 (%; argument gate (argument): whether a candidate sentence supports a given reading at all, 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
1MiniMax-M374.7
2DeepSeek V4 Flash74
3Gemini 3.5 Flash Lite73.2
4DeepSeek V4 Pro65.7

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