EuroEval Slovak NLU - CSFD Sentiment SK: leaderboard

The "CSFD Sentiment SK" subtask of EuroEval Slovak NLU. Slovak-language EuroEval natural-language-understanding suite, separating NLU task performance from the broader all-task EuroEval aggregate.

Metric: Matthews correlation coefficient (%). Source: euroeval.com. Saturation forecast: Estimated already saturated. 206 models tracked.

Top models

#ModelScoreOverall rank
1gemma-3-12B-pt68.04#686
2gemma-3-27B-pt66.93#502
3gemma-3-4B-pt Base65.92#1134
4lapa-v0.1.2-instruct64.49#672
5Llama 3.1 70B63.13#592
6MamayLM-Gemma-3-12B-IT-v1.062.23#584
7Gemini 3 Pro (Preview)61.69#66
8Llama 3.3 70B Instruct61.33#534
9Qwen 2.5 72B Instruct61.03#454
10Mistral Small 3.260.48#605
11Gemma 3 12B (IT)60.45#664
12Magistral Small 1.260.19#570
13Voxtral-Small-24B-250760.04#581
14Gemma 3 27B (IT)59.86#523
15Ministral-3-14B-Instruct-251259.83#615

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

Interactive version: theaggregate.ai/benchmark?slug=euroeval-slovak-nlu-csfd-sentiment-sk · How It Works · Data refreshed daily, snapshot 2026-10-20.