Open Chinese LLM - CMMLU: leaderboard

The "CMMLU" subtask of Open Chinese LLM. A task from the Open Chinese LLM Leaderboard, evaluating models on Chinese-language knowledge, reasoning and understanding.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 339 models tracked.

Top models

#ModelScoreOverall rank
1Smaug-Llama-3-70B-Instruct80.7#716
2Qwen 2 72B78.66#521
3Qwen 2 72B Instruct78.4#576
4free-evo-qwen72B-v0.8-re73.88#435
5Rhea-72B-v0.573.31#556
6autotrain-llama3-70B-orpo-v172.42#828
7dolphin-2.9.1-llama-3-70B72.34#722
8Smaug-72B-v0.172.32#611
9Llama 3 70B Japanese Suzume Vector V0.172.14#765
10Llama3-TenyxChat-70B72.02#735
11Le_Triomphant-ECE-TW371.86#559
1234B-beta71.71#903
13Llama 3 70B Fireplace71.6#833
14bagel-dpo-34B-v0.571.31#962
15Yi-34Bx2-MoE-60B-DPO71.11#714

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

Interactive version: theaggregate.ai/benchmark?slug=open-chinese-llm-cmmlu · How It Works · Data refreshed daily, snapshot 2026-10-20.