# General Question Answering on UltraFeedback

Source: [General Question Answering on UltraFeedback](<https://www.sota2.com/research/sota/general-question-answering-on-ultrafeedback>)

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

Data updated: 2026-03-24T13:18:04.456Z

Evaluation of model performance on the UltraFeedback dataset for General Question Answering, measured using Reward and Win Rate.

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 | General Question Answering |
| Dataset (including any stated split) | UltraFeedback |
| Metric | Reward |
| Unit | SCALAR |
| 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

- [Reward](<https://www.sota2.com/research/sota/general-question-answering-on-ultrafeedback.md?metric=Reward>): Higher is better; unit: SCALAR.

- [Win Rate](<https://www.sota2.com/research/sota/general-question-answering-on-ultrafeedback.md?metric=Win%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Reward | Result date | Report paper |
| --- | --- | --- | --- |
| GRPO+START | 0.1695 | Not recorded | 69c21a6b0636e5bf4afc46c3 |
| GRPO | 0.1658 | Not recorded | 69c21a6b0636e5bf4afc46c3 |

### GRPO+START

Reward: 0.1695. Result ID: 69c28f0147f34ce924aaca55.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a6b0636e5bf4afc46c3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21a6b0636e5bf4afc46c3.md>)

Recorded evaluation configuration: {"Configuration":"GRPO+START"}. This record does not assert independent reproduction.

### GRPO

Reward: 0.1658. Result ID: 69c28f0147f34ce924aaca54.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a6b0636e5bf4afc46c3.md>)

Recorded evaluation configuration: {"Configuration":"GRPO"}. This record does not assert independent reproduction.

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