LA Leaderboard - EsCoLA: leaderboard

Grammatical acceptability judgements on Spanish sentences (EsCoLA). 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)34.52#795
2Gemma 2 9B28.79#924
3Qwen 2.5 7B Instruct26.17#863
4EuroLLM-9B-Instruct24.57#1047
5SmolLM3-3B24.54#1239
6Llama 3.1 8B Instruct24.24#1017
7Qwen3-8B-Base23.06#626
8salamandra-7B21.46#1446
9Qwen 2.5 3B Instruct21.37#1159
10Qwen 2.5 7B20.72#895
11Gemma 3 4B (IT)18.96#997
12Yi-1.5-9B Chat18.5#1032
13EuroLLM-9B18.29#1238
14occiglot-7B-eu517.9
15Llama 3.2 3B Instruct17.4#1327

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-escola · How It Works · Data refreshed daily, snapshot 2026-11-05.