# Open-ended tasks on MT-Bench (test)

Source: [Open-ended tasks on MT-Bench (test)](<https://www.sota2.com/research/sota/open-ended-tasks-on-mt-bench-test>)

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

Data updated: 2026-05-12T13:14:56.599Z

Evaluation of model performance on the test split of MT-Bench specifically for open-ended tasks, reporting Win Rate and associated Cost.

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 | Open-ended tasks |
| Dataset (including any stated split) | MT-Bench (test) |
| Metric | Win Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Win Rate](<https://www.sota2.com/research/sota/open-ended-tasks-on-mt-bench-test.md?metric=Win%20Rate>): Higher is better; unit: PERCENT.

- [Cost](<https://www.sota2.com/research/sota/open-ended-tasks-on-mt-bench-test.md?metric=Cost>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Win Rate | Result date | Report paper |
| --- | --- | --- | --- |
| COPE | 44.8 | Not recorded | 68fa7ba31e209131cea89850 |
| Large | 42.5 | Not recorded | 68fa7ba31e209131cea89850 |

### COPE

Win Rate: 44.8. Result ID: 6a0327ce47f34ce924e7937e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea89850.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea89850.md>)

Recorded evaluation configuration: {"Small Model":"EXAONE-3.5-2.4B-Instruct","Large Model":"GPT-4o-mini","Judge Model":"GPT-4o"}. This record does not assert independent reproduction.

### Large

Win Rate: 42.5. Result ID: 6a0327ce47f34ce924e7937d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ba31e209131cea89850.md>)

Recorded evaluation configuration: {"Model":"GPT-4o-mini"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
