LA Leaderboard - CatCoLA: leaderboard

Grammatical acceptability judgements on Catalan sentences (CatCoLA). From the LA Leaderboard, which evaluates models on Spanish, Catalan, Basque and Galician tasks with the lm-evaluation-harness; Matthews correlation x100 (signed; chance is 0), higher is better. Each model result file is a separate run.

Metric: MCC (x100). Source: huggingface.co. Saturation forecast: Estimated already saturated. 69 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 2 9B (IT)22.32#795
2salamandra-7B16.94#1446
3EuroLLM-9B-Instruct16.71#1047
4EuroLLM-9B16.63#1238
5Gemma 2 9B16.3#924
6Gemma 3 4B (IT)14.66#997
7Qwen3-8B-Base11.19#626
8Mistral 7B Instruct (v0.3)9.73#1255
9Llama 3.1 8B Instruct9.49#1017
10Qwen 2.5 3B Instruct8.89#1159
11aya-expanse-8B8.29#914
12Qwen 2.5 7B Instruct6.93#863
13SmolLM3-3B6.58#1239
14Teuken-7B-Instruct-v0.46.41#1408
15OLMo-2-1124-7B-Instruct6.26#1343

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=la-leaderboard-catcola · How It Works · Data refreshed daily, snapshot 2026-11-05.