# Factual Association on BMLAMA

Source: [Factual Association on BMLAMA](<https://www.sota2.com/research/sota/factual-association-on-bmlama>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-06T07:48:31.062Z

Evaluation of model performance on the Factual association task using the BMLAMA dataset, reporting metrics such as CLCall, AEN, and A¬EN.

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 | Factual association |
| Dataset (including any stated split) | BMLAMA |
| Metric | CLCall |
| Unit | SCALAR |
| 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](<https://www.sota2.com/research/sota/factual-association-on-bmlama.md?metric=CLCall>): Higher is better; unit: SCALAR.

- [AEN](<https://www.sota2.com/research/sota/factual-association-on-bmlama.md?metric=AEN>): Higher is better; unit: SCALAR.

- [A¬EN](<https://www.sota2.com/research/sota/factual-association-on-bmlama.md?metric=A%C2%ACEN>): Higher is better; unit: SCALAR.

## Recorded results

| Method | CLCall | Result date | Report paper |
| --- | --- | --- | --- |
| Gemma3-12B-pt | 42.2 | Not recorded | 69aa5f652d603e6de3e41703 |
| Qwen2.5-14B | 41.9 | Not recorded | 69aa5f652d603e6de3e41703 |
| Aya-Expanse-8B | 41.9 | Not recorded | 69aa5f652d603e6de3e41703 |
| Llama3.1-8B | 40.9 | Not recorded | 69aa5f652d603e6de3e41703 |
| Qwen3-14B | 38.9 | Not recorded | 69aa5f652d603e6de3e41703 |
| DCO | 16.7 | Not recorded | 69aa5f652d603e6de3e41703 |
| DCO | 16.2 | Not recorded | 69aa5f652d603e6de3e41703 |
| DCO | 15.7 | Not recorded | 69aa5f652d603e6de3e41703 |
| DCO | 15.4 | Not recorded | 69aa5f652d603e6de3e41703 |
| DCO | 12.3 | Not recorded | 69aa5f652d603e6de3e41703 |

### Gemma3-12B-pt

CLCall: 42.2. Result ID: 69aa85ec6dbb7075b9540426.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Model":"Gemma3-12B-pt"}. This record does not assert independent reproduction.

### Qwen2.5-14B

CLCall: 41.9. Result ID: 69aa85ec6dbb7075b9540424.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

Recorded evaluation configuration: {"Model":"Qwen2.5-14B"}. This record does not assert independent reproduction.

### Aya-Expanse-8B

CLCall: 41.9. Result ID: 69aa85ec6dbb7075b954042a.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72211e209131cea54b01.md>)

Recorded evaluation configuration: {"Model":"Aya-Expanse-8B"}. This record does not assert independent reproduction.

### Llama3.1-8B

CLCall: 40.9. Result ID: 69aa85ec6dbb7075b954042c.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Model":"Llama3.1-8B"}. This record does not assert independent reproduction.

### Qwen3-14B

CLCall: 38.9. Result ID: 69aa85ec6dbb7075b9540428.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Model":"Qwen3-14B"}. This record does not assert independent reproduction.

### DCO

CLCall: 16.7. Result ID: 69aa85ec6dbb7075b9540427.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

Recorded evaluation configuration: {"Base Model":"Gemma3-12B-pt"}. This record does not assert independent reproduction.

### DCO

CLCall: 16.2. Result ID: 69aa85ec6dbb7075b9540429.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

Recorded evaluation configuration: {"Base Model":"Qwen3-14B"}. This record does not assert independent reproduction.

### DCO

CLCall: 15.7. Result ID: 69aa85ec6dbb7075b954042d.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

Recorded evaluation configuration: {"Base Model":"Llama3.1-8B"}. This record does not assert independent reproduction.

### DCO

CLCall: 15.4. Result ID: 69aa85ec6dbb7075b9540425.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

Recorded evaluation configuration: {"Base Model":"Qwen2.5-14B"}. This record does not assert independent reproduction.

### DCO

CLCall: 12.3. Result ID: 69aa85ec6dbb7075b954042b.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f652d603e6de3e41703.md>)

Recorded evaluation configuration: {"Base Model":"Aya-Expanse-8B"}. This record does not assert independent reproduction.

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