# General Knowledge on MMLU (CLCall, AEN, A¬EN) Source: [General Knowledge on MMLU (CLCall, AEN, A¬EN)]() Collection index: [llms.txt]() Data updated: 2026-03-06T07:48:30.999Z Evaluation of model performance on the General Knowledge subject category within the MMLU benchmark, measured using CLCall, AEN, and A¬EN metrics. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | General knowledge | | Dataset (including any stated split) | MMMLU | | Metric | CLCall Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [CLCall Score](): Higher is better; unit: PERCENT. - [AEN Score](): Higher is better; unit: SCALAR. - [A¬EN Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | CLCall Score | Result date | Report paper | | --- | --- | --- | --- | | Qwen3-14B | 76.1 | Not recorded | 69aa5f652d603e6de3e41703 | | Gemma3-12B-pt | 73.6 | Not recorded | 69aa5f652d603e6de3e41703 | | Aya-Expanse-8B | 72.2 | Not recorded | 69aa5f652d603e6de3e41703 | | Qwen2.5-14B | 68.6 | Not recorded | 69aa5f652d603e6de3e41703 | | Llama3.1-8B | 60.9 | Not recorded | 69aa5f652d603e6de3e41703 | | DCO | 12.6 | Not recorded | 69aa5f652d603e6de3e41703 | | DCO | 12.1 | Not recorded | 69aa5f652d603e6de3e41703 | | DCO | 7.2 | Not recorded | 69aa5f652d603e6de3e41703 | | DCO | 5.3 | Not recorded | 69aa5f652d603e6de3e41703 | | DCO | 4.8 | Not recorded | 69aa5f652d603e6de3e41703 | ### Qwen3-14B CLCall Score: 76.1. Result ID: 69aa85ec6dbb7075b9540414. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-14B"}. This record does not assert independent reproduction. ### Gemma3-12B-pt CLCall Score: 73.6. Result ID: 69aa85ec6dbb7075b9540412. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma3-12B-pt"}. This record does not assert independent reproduction. ### Aya-Expanse-8B CLCall Score: 72.2. Result ID: 69aa85ec6dbb7075b9540416. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Aya-Expanse-8B"}. This record does not assert independent reproduction. ### Qwen2.5-14B CLCall Score: 68.6. Result ID: 69aa85ec6dbb7075b9540410. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-14B"}. This record does not assert independent reproduction. ### Llama3.1-8B CLCall Score: 60.9. Result ID: 69aa85ec6dbb7075b9540418. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Llama3.1-8B"}. This record does not assert independent reproduction. ### DCO CLCall Score: 12.6. Result ID: 69aa85ec6dbb7075b9540411. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen2.5-14B"}. This record does not assert independent reproduction. ### DCO CLCall Score: 12.1. Result ID: 69aa85ec6dbb7075b9540419. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Llama3.1-8B"}. This record does not assert independent reproduction. ### DCO CLCall Score: 7.2. Result ID: 69aa85ec6dbb7075b9540413. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Gemma3-12B-pt"}. This record does not assert independent reproduction. ### DCO CLCall Score: 5.3. Result ID: 69aa85ec6dbb7075b9540417. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Aya-Expanse-8B"}. This record does not assert independent reproduction. ### DCO CLCall Score: 4.8. Result ID: 69aa85ec6dbb7075b9540415. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-14B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.