# Machine Translation Evaluation on WMT 24

Source: [Machine Translation Evaluation on WMT 24](<https://www.sota2.com/research/sota/machine-translation-evaluation-on-wmt-24>)

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

Data updated: 2026-03-11T08:42:18.001Z

Evaluation of machine translation quality across specific language pairs (e.g., cs-uk, en-cs) on the WMT 2024 dataset.

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 | Machine Translation Evaluation |
| Dataset (including any stated split) | WMT 24 |
| Metric | Quality (cs-uk) |
| Unit | SCALAR |
| 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

- [Quality (cs-uk)](<https://www.sota2.com/research/sota/machine-translation-evaluation-on-wmt-24.md?metric=Quality%20(cs-uk)>): Higher is better; unit: SCALAR.

- [Quality (en-cs)](<https://www.sota2.com/research/sota/machine-translation-evaluation-on-wmt-24.md?metric=Quality%20(en-cs)>): Higher is better; unit: SCALAR.

- [Quality (en-is)](<https://www.sota2.com/research/sota/machine-translation-evaluation-on-wmt-24.md?metric=Quality%20(en-is)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Quality (cs-uk) | Result date | Report paper |
| --- | --- | --- | --- |
| Llama 4 Scout | 0.945 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Qwen 3 30B | 0.937 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 4 Scout | 0.92 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Qwen 3 30B | 0.918 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 3.3 70B | 0.854 | Not recorded | 69b0f7292d603e6de3e45f20 |
| Llama 3.3 70B | 0.794 | Not recorded | 69b0f7292d603e6de3e45f20 |

### Llama 4 Scout

Quality (cs-uk): 0.945. Result ID: 69b12ae56dbb7075b95b9db7.

[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

Quality (cs-uk): 0.937. Result ID: 69b12ae56dbb7075b95b9dbc.

[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 4 Scout

Quality (cs-uk): 0.92. Result ID: 69b12ae56dbb7075b95b9db8.

[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.

### Qwen 3 30B

Quality (cs-uk): 0.918. Result ID: 69b12ae56dbb7075b95b9dbb.

[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 3.3 70B

Quality (cs-uk): 0.854. Result ID: 69b12ae56dbb7075b95b9db9.

[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 3.3 70B

Quality (cs-uk): 0.794. Result ID: 69b12ae56dbb7075b95b9dba.

[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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