# Open-domain Dialogue Generation on DailyDialog (test)

Source: [Open-domain Dialogue Generation on DailyDialog (test)](<https://www.sota2.com/research/sota/open-domain-dialogue-generation-on-dailydialog-test>)

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

Data updated: 2026-02-26T06:08:53.993Z

Evaluation of open-domain dialogue response generation performance on the test split of the DailyDialog dataset, measured using pairwise comparison metrics (Win/Tie/Loss).

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-domain Dialogue Generation |
| Dataset (including any stated split) | DailyDialog (test) |
| Metric | Win Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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-domain-dialogue-generation-on-dailydialog-test.md?metric=Win%20Rate>): Higher is better; unit: PERCENT.

- [Tie Rate](<https://www.sota2.com/research/sota/open-domain-dialogue-generation-on-dailydialog-test.md?metric=Tie%20Rate>): Higher is better; unit: PERCENT.

- [Loss Rate](<https://www.sota2.com/research/sota/open-domain-dialogue-generation-on-dailydialog-test.md?metric=Loss%20Rate>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Win Rate | Result date | Report paper |
| --- | --- | --- | --- |
| multi-dimensional prompt chaining framework | 5900 | Not recorded | 695c96f753fdd5c3617435fb |
| multi-dimensional prompt chaining framework | 3400 | Not recorded | 695c96f753fdd5c3617435fb |
| multi-dimensional prompt chaining framework | 3300 | Not recorded | 695c96f753fdd5c3617435fb |

### multi-dimensional prompt chaining framework

Win Rate: 5900. Result ID: 6996a6cc5698665ec4f08f4f.

[Reporting paper](<https://www.sota2.com/research/paper/695c96f753fdd5c3617435fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695c96f753fdd5c3617435fb.md>)

Recorded evaluation configuration: {"Backbone":"Llama-2-7b","Comparison Target":"Llama-2-7b Base"}. This record does not assert independent reproduction.

### multi-dimensional prompt chaining framework

Win Rate: 3400. Result ID: 6996a6cc5698665ec4f08f50.

[Reporting paper](<https://www.sota2.com/research/paper/695c96f753fdd5c3617435fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695c96f753fdd5c3617435fb.md>)

Recorded evaluation configuration: {"Backbone":"Llama-2-7b","Comparison Target":"Llama-2-70b"}. This record does not assert independent reproduction.

### multi-dimensional prompt chaining framework

Win Rate: 3300. Result ID: 6996a6cc5698665ec4f08f51.

[Reporting paper](<https://www.sota2.com/research/paper/695c96f753fdd5c3617435fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695c96f753fdd5c3617435fb.md>)

Recorded evaluation configuration: {"Backbone":"Llama-2-7b","Comparison Target":"gpt-3.5-turbo"}. This record does not assert independent reproduction.

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