SeaEval - Multilingual Reasoning - C-Eval (Few-Shot): leaderboard

SeaEval few-shot C-Eval evaluation measuring multilingual subject knowledge and exam-style reasoning accuracy.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScoreOverall rank
1Llama 3.1 70B63.64#592
2Llama 3.1 8B43.71#1151
3Llama 3 8B43.21#1242
4Llama 3 8B Cpt Sea Lionv2 Base40.1#1182

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

Interactive version: theaggregate.ai/benchmark?slug=seaeval-multilingual-reasoning-c-eval-few-shot · How It Works · Data refreshed daily, snapshot 2026-10-20.