# Question Answering on CUS-QA orig.

Source: [Question Answering on CUS-QA orig.](<https://www.sota2.com/research/sota/question-answering-on-cus-qa-orig>)

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

Data updated: 2026-03-11T08:42:17.900Z

Evaluation of Question Answering performance on the CUS-QA orig. dataset, measured by cs, sk, and uk 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 | Question Answering Evaluation |
| Dataset (including any stated split) | CUS-QA orig. |
| Metric | CS |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [CS](<https://www.sota2.com/research/sota/question-answering-on-cus-qa-orig.md?metric=CS>): Higher is better; unit: PERCENT.

- [SK](<https://www.sota2.com/research/sota/question-answering-on-cus-qa-orig.md?metric=SK>): Higher is better; unit: PERCENT.

- [UK](<https://www.sota2.com/research/sota/question-answering-on-cus-qa-orig.md?metric=UK>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CS | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen 3 30B | 95.6 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 3.3 70B | 91.7 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 4 Scout | 89.5 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Qwen 3 30B | 87.1 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 4 Scout | 82.7 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 3.3 70B | 77.7 | Not recorded | 69b0f7292d603e6de3e45f20 |

### Qwen 3 30B

CS: 95.6. Result ID: 69b12ae56dbb7075b95b9da4.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

Recorded evaluation configuration: {"Shot":"Zero"}. This record does not assert independent reproduction.

### Llama 3.3 70B

CS: 91.7. Result ID: 69b12ae56dbb7075b95b9da1.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

Recorded evaluation configuration: {"Shot":"Few"}. This record does not assert independent reproduction.

### Llama 4 Scout

CS: 89.5. Result ID: 69b12ae56dbb7075b95b9d9f.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

Recorded evaluation configuration: {"Shot":"Few"}. This record does not assert independent reproduction.

### Qwen 3 30B

CS: 87.1. Result ID: 69b12ae56dbb7075b95b9da3.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

Recorded evaluation configuration: {"Shot":"Few"}. This record does not assert independent reproduction.

### Llama 4 Scout

CS: 82.7. Result ID: 69b12ae56dbb7075b95b9da0.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

Recorded evaluation configuration: {"Shot":"Zero"}. This record does not assert independent reproduction.

### Llama 3.3 70B

CS: 77.7. Result ID: 69b12ae56dbb7075b95b9da2.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f7292d603e6de3e45f20.md>)

Recorded evaluation configuration: {"Shot":"Zero"}. This record does not assert independent reproduction.

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