# Knowledge & Reasoning Evaluation on ARC-Challenge, ENEM, BLUEX, OAB Exams, BELEBELE, MMLU, GSM8K-PT (test)

Source: [Knowledge & Reasoning Evaluation on ARC-Challenge, ENEM, BLUEX, OAB Exams, BELEBELE, MMLU, GSM8K-PT (test)](<https://www.sota2.com/research/sota/knowledge-and-reasoning-evaluation-on-arc-challenge-enem-bluex-oab-exams-belebele-mmlu-gsm8k-pt-test>)

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

Data updated: 2026-03-05T07:37:32.524Z

Evaluation of model performance across a specific test set aggregation of academic benchmarks (MMLU, ARC-Challenge, GSM8K-PT) and Brazilian/Portuguese national exams (ENEM, BLUEX, OAB, BELEBELE).

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 | Post-training Evaluation |
| Dataset (including any stated split) | ARC-Challenge, ENEM, BLUEX, OAB Exams, BELEBELE, MMLU, GSM8K-PT, IFEval-PT (test) |
| Metric | Average Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Average Score](<https://www.sota2.com/research/sota/knowledge-and-reasoning-evaluation-on-arc-challenge-enem-bluex-oab-exams-belebele-mmlu-gsm8k-pt-test.md?metric=Average%20Score>): Higher is better; unit: PERCENT.

- [K&R Score (NPM)](<https://www.sota2.com/research/sota/knowledge-and-reasoning-evaluation-on-arc-challenge-enem-bluex-oab-exams-belebele-mmlu-gsm8k-pt-test.md?metric=K%26R%20Score%20(NPM)>): Higher is better; unit: PERCENT.

- [Instruction Tuning Score](<https://www.sota2.com/research/sota/knowledge-and-reasoning-evaluation-on-arc-challenge-enem-bluex-oab-exams-belebele-mmlu-gsm8k-pt-test.md?metric=Instruction%20Tuning%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Average Score | Result date | Report paper |
| --- | --- | --- | --- |
| Tucano2-qwen-3.7B-Think | 51.27 | Not recorded | 69a90de92d603e6de3e40680 |
| SmolLM3-3B | 48.58 | Not recorded | 69a90de92d603e6de3e40680 |
| Qwen3-4B | 46.35 | Not recorded | 69a90de92d603e6de3e40680 |
| Qwen3-1.7B | 36.54 | Not recorded | 69a90de92d603e6de3e40680 |
| Tucano2-qwen-1.5B-Think | 27.54 | Not recorded | 69a90de92d603e6de3e40680 |
| Qwen3-0.6B | 24.11 | Not recorded | 69a90de92d603e6de3e40680 |
| Tucano2-qwen-0.5B-Think | 14.41 | Not recorded | 69a90de92d603e6de3e40680 |

### Tucano2-qwen-3.7B-Think

Average Score: 51.27. Result ID: 69a9329d6dbb7075b95242b4.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

Recorded evaluation configuration: {"variant":"Think"}. This record does not assert independent reproduction.

### SmolLM3-3B

Average Score: 48.58. Result ID: 69a9329d6dbb7075b95242b5.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen3-4B

Average Score: 46.35. Result ID: 69a9329d6dbb7075b95242b6.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen3-1.7B

Average Score: 36.54. Result ID: 69a9329d6dbb7075b95242b7.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Tucano2-qwen-1.5B-Think

Average Score: 27.54. Result ID: 69a9329d6dbb7075b95242b8.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

Recorded evaluation configuration: {"variant":"Think"}. This record does not assert independent reproduction.

### Qwen3-0.6B

Average Score: 24.11. Result ID: 69a9329d6dbb7075b95242b9.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Tucano2-qwen-0.5B-Think

Average Score: 14.41. Result ID: 69a9329d6dbb7075b95242ba.

[Reporting paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a90de92d603e6de3e40680.md>)

Recorded evaluation configuration: {"variant":"Think"}. This record does not assert independent reproduction.

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