# Response Selection (Subtask 1) on Ubuntu (test)

Source: [Response Selection (Subtask 1) on Ubuntu (test)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-ubuntu-test>)

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

Data updated: 2026-02-26T06:01:31.703Z

Evaluation of the model's ability to select the correct response in the Ubuntu dialogue dataset test split, specifically focusing on Subtask 1 of the Response Selection challenge.

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 | Response Selection (Subtask 1) |
| Dataset (including any stated split) | Ubuntu (test) |
| Metric | Recall@1 (R100) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Recall@1 (R100)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-ubuntu-test.md?metric=Recall%401%20(R100)>): Higher is better; unit: PERCENT.

- [Recall@10 (R100)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-ubuntu-test.md?metric=Recall%4010%20(R100)>): Higher is better; unit: PERCENT.

- [Recall@50 (R100)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-ubuntu-test.md?metric=Recall%4050%20(R100)>): Higher is better; unit: PERCENT.

- [MRR](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-ubuntu-test.md?metric=MRR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 (R100) | Result date | Report paper |
| --- | --- | --- | --- |
| Proposed Model | 60.8 | Not recorded | 68fa65361e209131cea08fb0 |

### Proposed Model

Recall@1 (R100): 60.8. Result ID: 698ca2840b614d12cff218d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65361e209131cea08fb0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65361e209131cea08fb0.md>)

[Implementation](<https://github.com/JasonForJoy/DSTC7-ResponseSelection>)

Recorded evaluation configuration: {"Model Setup":"ensemble"}. This record does not assert independent reproduction.

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