CARTE - Bretagne: leaderboard

Metric: Accuracy (%) on the 145 CARTE questions about Bretagne, 0-shot, five options per question (four answers and 'Je ne sais pas', which scores as wrong); questions generated by Gemini 3 Flash from human-selected French documents and filtered; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 27 models tracked.

Top models

#ModelScore
1Gemini 3 Flash96.2
2Gemma 3 12B (IT)82.1
3Llama 3.1 8B Instruct77.2
4Qwen 3.5 9B76.6
5Mistral Nemo Instruct (2407)75.9
6aya-expanse-8B74.5
7Mistral 7B Instruct (v0.3)73.1
8Qwen 3.5 4B71.7
9Mistral 7B Instruct (v0.2)68.3
10Llama 3.2 3B Instruct61.4
11Llama 3.2 1B Instruct52.4
12Luth-LFM2-1.2B51
13Lucie-7B33.1
14Mistral-7B-v0.124.8
15Gaperon-1125-1B-SFT22.1

Interactive version: theaggregate.ai/benchmark?slug=carte-bretagne · How It Works · Data refreshed daily, snapshot 2026-09-29.